{"id":902,"date":"2022-07-19T14:30:58","date_gmt":"2022-07-19T14:30:58","guid":{"rendered":"https:\/\/carleton.ca\/ericsson\/?page_id=902"},"modified":"2025-10-31T13:56:24","modified_gmt":"2025-10-31T17:56:24","slug":"phase-2-research-projects","status":"publish","type":"page","link":"https:\/\/carleton.ca\/ericsson\/research-projects-and-leaders\/phase-2-research-projects\/","title":{"rendered":"Phase II Research Projects"},"content":{"rendered":"\n<section class=\"w-screen px-6 cu-section cu-section--white ml-offset-center md:px-8 lg:px-14\">\n    <div class=\"space-y-6 cu-max-w-child-max  md:space-y-10 cu-prose-first-last\">\n\n        \n                    \n                    \n            \n    <div class=\"cu-wideimage relative flex items-center justify-center mx-auto px-8 overflow-hidden md:px-16 rounded-xl not-prose  my-6 md:my-12 first:mt-0 bg-opacity-50 bg-cover bg-cu-black-50 py-24 md:py-28 lg:py-36 xl:py-48\" style=\"background-image: url(https:\/\/carleton.ca\/ericsson\/wp-content\/uploads\/sites\/89\/Screen-Shot-2021-02-01-at-9.32.40-AM-copy-768x422.png); background-position: 50% 50%;\">\n\n                    <div class=\"absolute top-0 w-full h-screen\" style=\"background-color:rgba(0,0,0,0.600);\"><\/div>\n        \n        <div class=\"relative z-[2] max-w-4xl w-full flex flex-col items-center gap-2 cu-wideimage-image cu-zero-first-last\">\n            <header class=\"mx-auto mb-6 text-center text-white cu-pageheader cu-component-updated cu-pageheader--center md:mb-12\">\n\n                                    <h1 class=\"cu-prose-first-last font-semibold mb-2 text-3xl md:text-4xl lg:text-5xl lg:leading-[3.5rem] cu-pageheader--center text-center mx-auto after:left-px\">\n                        Phase II Research Projects\n                    <\/h1>\n                \n                            <\/header>\n        <\/div>\n\n            <\/div>\n\n    \n\n    <\/div>\n<\/section>\n\n\n    \n<section class=\"w-screen px-6 cu-section cu-section--grey ml-offset-center md:px-8 lg:px-14\">\n    <div class=\"space-y-6 cu-max-w-child-5xl bg-cu-black-50 max-w-screen-2xl mx-auto rounded-xl px-6 py-5 md:px-14 md:py-12 md:space-y-10 cu-prose-first-last\">\n\n            <div class=\"cu-textmedia flex flex-col lg:flex-row mx-auto gap-6 md:gap-10 my-6 md:my-12 first:mt-0 max-w-5xl\">\n        <div class=\"justify-start cu-textmedia-content cu-prose-first-last\" style=\"flex: 0 0 60%;\">\n            <header class=\"font-light prose-xl cu-pageheader md:prose-2xl cu-component-updated cu-prose-first-last\">\n                                    <h2 class=\"cu-prose-first-last font-semibold !mt-2 mb-4 md:mb-6 relative after:absolute after:h-px after:bottom-0 after:bg-cu-red after:left-px text-2xl md:text-3xl lg:text-4xl lg:leading-[3rem] pb-4 after:w-8 text-cu-black-700 not-prose\">\n                        Midband Channel Propagation Study\n                    <\/h2>\n                \n                                \n                            <\/header>\n\n                            \n\n<p>The focus of this project is to combine a theoretically driven approach alongside analysis of field-collected uplink sounding reference signal data (SRS) transmitted by several user terminals (UEs) to reconstruct channel conditions and enhance channel simulators based on these real-time measurements<\/p>\n\n\n                    <\/div>\n\n                    <div class=\"cu-textmedia-bgimg flex-1 rounded-xl bg-no-repeat bg-cover \" style=\"background-image: url(https:\/\/carleton.ca\/ericsson\/wp-content\/uploads\/sites\/89\/Explore5GRANslicingcity_web-768x432.jpg); background-position: 50% 50%; transform: scale(1);\"><\/div>\n            <\/div>\n\n    <\/div>\n<\/section>\n\n\n\n<section class=\"w-screen px-6 cu-section cu-section--white ml-offset-center md:px-8 lg:px-14\">\n    <div class=\"space-y-6 cu-max-w-child-5xl  md:space-y-10 cu-prose-first-last\">\n\n                            \n\n\n<header class=\"mb-6 cu-pageheader cu-component-updated md:mb-12\">\n    <h2 id=\"team-leads\" class=\"cu-prose-first-last font-semibold !mt-2 mb-4 md:mb-6 relative text-2xl md:text-3xl lg:text-4xl lg:leading-[3rem] pb-4 after:w-8 after:absolute after:h-px after:bottom-0 after:bg-cu-red after:left-px\">\n        Team leads\n    <\/h2>\n\n    <\/header>\n        \n        <div class=\"cu-column cu-component not-contained mx-auto grid max-w-5xl md:grid-cols-3 gap-6 md:gap-10\">\n            \n\n    \n    <div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 text-center group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n                    <figure class=\"px-6 pt-8 pb-2 mb-2 overflow-hidden rounded-t-lg cu-figure--round\">\n                                    <img loading=\"lazy\" decoding=\"async\"\n                src=\"https:\/\/carleton.ca\/ericsson\/wp-content\/uploads\/sites\/89\/Dimple-Thomas.jpeg\" alt=\"\" width=\"200\" height=\"200\" \/>\n                                <\/figure>\n        \n        <header class=\"px-6 first:mt-6\">\n            <h2 class=\"text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                                    Dimple\n                    Thomas\n                            <\/h2>\n        <\/header>\n\n        <div class=\"flex flex-col px-6\">\n            <ul class=\"space-y-2 text-sm text-cu-black-700 @sm:md:text-base\">\n                                    <li class=\"text-base @sm:md:text-lg italic\">\n                        Ericsson Engineering Manager\n                    <\/li>\n                \n                                    <li>\n                        <strong class=\"font-semibold break-all text-cu-red-700 hover:underline\">\n                            <a href=\"mailto:dimple.thomas@ericsson.com\">\n                                Email\n                                Dimple\n                            <\/a>\n                        <\/strong>\n                    <\/li>\n                \n                            <\/ul>\n        <\/div>\n\n                    <footer class=\"px-6 pt-3 mt-auto text-white md:pt-5\">\n                <a href=\"https:\/\/carleton.ca\/ericsson\/people\/dimple-thomas\/\" class=\"cu-button cu-button--red cu-button--small\">\n                    View Profile\n                <\/a>\n            <\/footer>\n            <\/div>\n\n\n\n    \n    <div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 text-center group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n                    <figure class=\"px-6 pt-8 pb-2 mb-2 overflow-hidden rounded-t-lg cu-figure--round\">\n                                    <img loading=\"lazy\" decoding=\"async\"\n                src=\"https:\/\/carleton.ca\/ericsson\/wp-content\/uploads\/sites\/89\/Ramy-H.-Gohary_300x300_acf_cropped.v1-400x400-1.jpg\" alt=\"\" width=\"200\" height=\"200\" \/>\n                                <\/figure>\n        \n        <header class=\"px-6 first:mt-6\">\n            <h2 class=\"text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                                    Ramy\n                    Gohary\n                            <\/h2>\n        <\/header>\n\n        <div class=\"flex flex-col px-6\">\n            <ul class=\"space-y-2 text-sm text-cu-black-700 @sm:md:text-base\">\n                                    <li class=\"text-base @sm:md:text-lg italic\">\n                        Assistant Professor\n                    <\/li>\n                \n                                    <li>\n                        <strong class=\"font-semibold break-all text-cu-red-700 hover:underline\">\n                            <a href=\"mailto:RamyGohary@carleton.ca\">\n                                Email\n                                Ramy\n                            <\/a>\n                        <\/strong>\n                    <\/li>\n                \n                                    <li>\n                        613-520-2600\n                                                    ext\n                            5595\n                                            <\/li>\n                            <\/ul>\n        <\/div>\n\n                    <footer class=\"px-6 pt-3 mt-auto text-white md:pt-5\">\n                <a href=\"https:\/\/carleton.ca\/ericsson\/people\/ramy-h-gohary\/\" class=\"cu-button cu-button--red cu-button--small\">\n                    View Profile\n                <\/a>\n            <\/footer>\n            <\/div>\n\n\n\n    \n    <div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 text-center group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n                    <figure class=\"px-6 pt-8 pb-2 mb-2 overflow-hidden rounded-t-lg cu-figure--round\">\n                                    <img loading=\"lazy\" decoding=\"async\"\n                src=\"https:\/\/carleton.ca\/ericsson\/wp-content\/uploads\/sites\/89\/Ioannis-Lambadaris-2024-square-1.jpg\" alt=\"Ioannis Lambadaris headshot\" width=\"200\" height=\"200\" \/>\n                                <\/figure>\n        \n        <header class=\"px-6 first:mt-6\">\n            <h2 class=\"text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                                    Ioannis\n                    Lambadaris\n                            <\/h2>\n        <\/header>\n\n        <div class=\"flex flex-col px-6\">\n            <ul class=\"space-y-2 text-sm text-cu-black-700 @sm:md:text-base\">\n                                    <li class=\"text-base @sm:md:text-lg italic\">\n                        Chancellor\u2019s Professor and Ericsson Chair in 5G Wireless Research, Carleton University\n                    <\/li>\n                \n                                    <li>\n                        <strong class=\"font-semibold break-all text-cu-red-700 hover:underline\">\n                            <a href=\"mailto:ioannis@sce.carleton.ca\">\n                                Email\n                                Ioannis\n                            <\/a>\n                        <\/strong>\n                    <\/li>\n                \n                                    <li>\n                        613-520-2600\n                                                    ext\n                            1974\n                                            <\/li>\n                            <\/ul>\n        <\/div>\n\n                    <footer class=\"px-6 pt-3 mt-auto text-white md:pt-5\">\n                <a href=\"https:\/\/carleton.ca\/ericsson\/people\/147\/\" class=\"cu-button cu-button--red cu-button--small\">\n                    View Profile\n                <\/a>\n            <\/footer>\n            <\/div>\n\n\n        <\/div>\n\n        \n    <\/div>\n<\/section>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/carleton.ca\/ericsson\/midband-channel-propagation-study\/\">Project Details<\/a><\/div>\n<\/div>\n\n\n    \n<section class=\"w-screen px-6 cu-section cu-section--grey ml-offset-center md:px-8 lg:px-14\">\n    <div class=\"space-y-6 cu-max-w-child-5xl bg-cu-black-50 max-w-screen-2xl mx-auto rounded-xl px-6 py-5 md:px-14 md:py-12 md:space-y-10 cu-prose-first-last\">\n\n            <div class=\"cu-textmedia flex flex-col lg:flex-row mx-auto gap-6 md:gap-10 my-6 md:my-12 first:mt-0 max-w-5xl\">\n        <div class=\"justify-start cu-textmedia-content cu-prose-first-last\" style=\"flex: 0 0 60%;\">\n            <header class=\"font-light prose-xl cu-pageheader md:prose-2xl cu-component-updated cu-prose-first-last\">\n                                    <h2 class=\"cu-prose-first-last font-semibold !mt-2 mb-4 md:mb-6 relative after:absolute after:h-px after:bottom-0 after:bg-cu-red after:left-px text-2xl md:text-3xl lg:text-4xl lg:leading-[3rem] pb-4 after:w-8 text-cu-black-700 not-prose\">\n                        5G-TSN for Industry 4.0\n                    <\/h2>\n                \n                                \n                            <\/header>\n\n                            \n\n<p>The fourth Industrial Revolution, Industry 4.0, promises to create completely flexible production lines with automated, guided mobile robots. To enable this transformation, this project will work on guaranteed data delivery with extremely low data loss.<\/p>\n\n\n                    <\/div>\n\n                    <div class=\"cu-textmedia-bgimg flex-1 rounded-xl bg-no-repeat bg-cover \" style=\"background-image: url(https:\/\/carleton.ca\/ericsson\/wp-content\/uploads\/sites\/89\/0912201038__web-768x512.jpg); background-position: 50% 50%; transform: scale(1);\"><\/div>\n            <\/div>\n\n    <\/div>\n<\/section>\n\n\n\n<section class=\"w-screen px-6 cu-section cu-section--white ml-offset-center md:px-8 lg:px-14\">\n    <div class=\"space-y-6 cu-max-w-child-5xl  md:space-y-10 cu-prose-first-last\">\n\n                            \n\n\n<header class=\"mb-6 cu-pageheader cu-component-updated md:mb-12\">\n    <h2 id=\"team-leads\" class=\"cu-prose-first-last font-semibold !mt-2 mb-4 md:mb-6 relative text-2xl md:text-3xl lg:text-4xl lg:leading-[3rem] pb-4 after:w-8 after:absolute after:h-px after:bottom-0 after:bg-cu-red after:left-px\">\n        Team leads\n    <\/h2>\n\n    <\/header>\n        \n        <div class=\"cu-column cu-component not-contained mx-auto grid max-w-5xl md:grid-cols-3 gap-6 md:gap-10\">\n            \n\n    \n    <div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 text-center group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n                    <figure class=\"px-6 pt-8 pb-2 mb-2 overflow-hidden rounded-t-lg cu-figure--round\">\n                                    <img loading=\"lazy\" decoding=\"async\"\n                src=\"https:\/\/carleton.ca\/ericsson\/wp-content\/uploads\/sites\/89\/Glenn-Parsons-Ericsson-aspect-ratio-200-200.jpg\" alt=\"\" width=\"200\" height=\"200\" \/>\n                                <\/figure>\n        \n        <header class=\"px-6 first:mt-6\">\n            <h2 class=\"text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                                    Glenn\n                    Parsons\n                            <\/h2>\n        <\/header>\n\n        <div class=\"flex flex-col px-6\">\n            <ul class=\"space-y-2 text-sm text-cu-black-700 @sm:md:text-base\">\n                                    <li class=\"text-base @sm:md:text-lg italic\">\n                        Principal Standardization Advisor\n                    <\/li>\n                \n                                    <li>\n                        <strong class=\"font-semibold break-all text-cu-red-700 hover:underline\">\n                            <a href=\"mailto:glenn.parsons@ericsson.com\">\n                                Email\n                                Glenn\n                            <\/a>\n                        <\/strong>\n                    <\/li>\n                \n                                    <li>\n                        514-379-9037\n                                            <\/li>\n                            <\/ul>\n        <\/div>\n\n                    <footer class=\"px-6 pt-3 mt-auto text-white md:pt-5\">\n                <a href=\"https:\/\/carleton.ca\/ericsson\/people\/glenn-parsons\/\" class=\"cu-button cu-button--red cu-button--small\">\n                    View Profile\n                <\/a>\n            <\/footer>\n            <\/div>\n\n\n\n    \n    <div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 text-center group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n                    <figure class=\"px-6 pt-8 pb-2 mb-2 overflow-hidden rounded-t-lg cu-figure--round\">\n                                    <img loading=\"lazy\" decoding=\"async\"\n                src=\"https:\/\/carleton.ca\/ericsson\/wp-content\/uploads\/sites\/89\/StHilaire-200x200-1.jpg\" alt=\"Marc St-Hilaire\" width=\"200\" height=\"200\" \/>\n                                <\/figure>\n        \n        <header class=\"px-6 first:mt-6\">\n            <h2 class=\"text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                                    Marc\n                    St-Hilaire\n                            <\/h2>\n        <\/header>\n\n        <div class=\"flex flex-col px-6\">\n            <ul class=\"space-y-2 text-sm text-cu-black-700 @sm:md:text-base\">\n                                    <li class=\"text-base @sm:md:text-lg italic\">\n                        Professor, Carleton School of Information Technology\n                    <\/li>\n                \n                                    <li>\n                        <strong class=\"font-semibold break-all text-cu-red-700 hover:underline\">\n                            <a href=\"mailto:marc_st_hilaire@carleton.ca\">\n                                Email\n                                Marc\n                            <\/a>\n                        <\/strong>\n                    <\/li>\n                \n                                    <li>\n                        613-520-2600\n                                                    ext\n                            1844\n                                            <\/li>\n                            <\/ul>\n        <\/div>\n\n                    <footer class=\"px-6 pt-3 mt-auto text-white md:pt-5\">\n                <a href=\"https:\/\/carleton.ca\/ericsson\/people\/marc-st-hilaire\/\" class=\"cu-button cu-button--red cu-button--small\">\n                    View Profile\n                <\/a>\n            <\/footer>\n            <\/div>\n\n\n        <\/div>\n\n        \n    <\/div>\n<\/section>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/carleton.ca\/ericsson\/5g-tsn-for-industry-4-0\">Project Details<\/a><\/div>\n<\/div>\n\n\n    \n<section class=\"w-screen px-6 cu-section cu-section--grey ml-offset-center md:px-8 lg:px-14\">\n    <div class=\"space-y-6 cu-max-w-child-5xl bg-cu-black-50 max-w-screen-2xl mx-auto rounded-xl px-6 py-5 md:px-14 md:py-12 md:space-y-10 cu-prose-first-last\">\n\n            <div class=\"cu-textmedia flex flex-col lg:flex-row mx-auto gap-6 md:gap-10 my-6 md:my-12 first:mt-0 max-w-5xl\">\n        <div class=\"justify-start cu-textmedia-content cu-prose-first-last\" style=\"flex: 0 0 60%;\">\n            <header class=\"font-light prose-xl cu-pageheader md:prose-2xl cu-component-updated cu-prose-first-last\">\n                                    <h2 class=\"cu-prose-first-last font-semibold !mt-2 mb-4 md:mb-6 relative after:absolute after:h-px after:bottom-0 after:bg-cu-red after:left-px text-2xl md:text-3xl lg:text-4xl lg:leading-[3rem] pb-4 after:w-8 text-cu-black-700 not-prose\">\n                        AI-Powered Traffic Flow Characterization, Monitoring and Prediction\n                    <\/h2>\n                \n                                \n                            <\/header>\n\n                            \n\n<p>The objective of this project is to develop solutions to monitor network traffic and to detect and predict traffic patterns to empower network service providers.<\/p>\n\n\n                    <\/div>\n\n                    <div class=\"cu-textmedia-bgimg flex-1 rounded-xl bg-no-repeat bg-cover \" style=\"background-image: url(https:\/\/carleton.ca\/ericsson\/wp-content\/uploads\/sites\/89\/6G-Network-compute-fabric-2_web-768x432.jpg); background-position: 50% 50%; transform: scale(1);\"><\/div>\n            <\/div>\n\n    <\/div>\n<\/section>\n\n\n\n<section class=\"w-screen px-6 cu-section cu-section--white ml-offset-center md:px-8 lg:px-14\">\n    <div class=\"space-y-6 cu-max-w-child-5xl  md:space-y-10 cu-prose-first-last\">\n\n                            \n\n\n<header class=\"mb-6 cu-pageheader cu-component-updated md:mb-12\">\n    <h2 id=\"team-leads\" class=\"cu-prose-first-last font-semibold !mt-2 mb-4 md:mb-6 relative text-2xl md:text-3xl lg:text-4xl lg:leading-[3rem] pb-4 after:w-8 after:absolute after:h-px after:bottom-0 after:bg-cu-red after:left-px\">\n        Team leads\n    <\/h2>\n\n    <\/header>\n        \n        <div class=\"cu-column cu-component not-contained mx-auto grid max-w-5xl md:grid-cols-3 gap-6 md:gap-10\">\n            \n\n    \n    <div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 text-center group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n                    <figure class=\"px-6 pt-8 pb-2 mb-2 overflow-hidden rounded-t-lg cu-figure--round\">\n                                    <img loading=\"lazy\" decoding=\"async\"\n                src=\"https:\/\/carleton.ca\/ericsson\/wp-content\/uploads\/sites\/89\/Omair-Shafiq.jpg\" alt=\"\" width=\"200\" height=\"200\" \/>\n                                <\/figure>\n        \n        <header class=\"px-6 first:mt-6\">\n            <h2 class=\"text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                                    Omair\n                    Shafiq\n                            <\/h2>\n        <\/header>\n\n        <div class=\"flex flex-col px-6\">\n            <ul class=\"space-y-2 text-sm text-cu-black-700 @sm:md:text-base\">\n                                    <li class=\"text-base @sm:md:text-lg italic\">\n                        Assistant Professor, IRM Coordinator, School of Information Technology\n                    <\/li>\n                \n                                    <li>\n                        <strong class=\"font-semibold break-all text-cu-red-700 hover:underline\">\n                            <a href=\"mailto:OmairShafiq@cunet.carleton.ca\">\n                                Email\n                                Omair\n                            <\/a>\n                        <\/strong>\n                    <\/li>\n                \n                                    <li>\n                        6135202600\n                                                    ext\n                            6038\n                                            <\/li>\n                            <\/ul>\n        <\/div>\n\n                    <footer class=\"px-6 pt-3 mt-auto text-white md:pt-5\">\n                <a href=\"https:\/\/carleton.ca\/ericsson\/people\/omair-shafiq\/\" class=\"cu-button cu-button--red cu-button--small\">\n                    View Profile\n                <\/a>\n            <\/footer>\n            <\/div>\n\n\n\n    \n    <div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 text-center group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n                    <figure class=\"px-6 pt-8 pb-2 mb-2 overflow-hidden rounded-t-lg cu-figure--round\">\n                                    <img loading=\"lazy\" decoding=\"async\"\n                src=\"https:\/\/carleton.ca\/ericsson\/wp-content\/uploads\/sites\/89\/Akrams-Picture_resized-scaled-aspect-ratio-200-200-scaled.jpeg\" alt=\"\" width=\"200\" height=\"200\" \/>\n                                <\/figure>\n        \n        <header class=\"px-6 first:mt-6\">\n            <h2 class=\"text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                                    Akram\n                    Bin Sediq\n                            <\/h2>\n        <\/header>\n\n        <div class=\"flex flex-col px-6\">\n            <ul class=\"space-y-2 text-sm text-cu-black-700 @sm:md:text-base\">\n                                    <li class=\"text-base @sm:md:text-lg italic\">\n                        Senior Specialist RAN Edge Analytics, Ericsson\n                    <\/li>\n                \n                                    <li>\n                        <strong class=\"font-semibold break-all text-cu-red-700 hover:underline\">\n                            <a href=\"mailto:akram.bin.sediq@ericsson.com\">\n                                Email\n                                Akram\n                            <\/a>\n                        <\/strong>\n                    <\/li>\n                \n                            <\/ul>\n        <\/div>\n\n                    <footer class=\"px-6 pt-3 mt-auto text-white md:pt-5\">\n                <a href=\"https:\/\/carleton.ca\/ericsson\/people\/akram-bin-sediq\/\" class=\"cu-button cu-button--red cu-button--small\">\n                    View Profile\n                <\/a>\n            <\/footer>\n            <\/div>\n\n\n        <\/div>\n\n        \n    <\/div>\n<\/section>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/carleton.ca\/ericsson\/ai-powered-traffic-flow\/\">Project Details<\/a><\/div>\n<\/div>\n\n\n    \n<section class=\"w-screen px-6 cu-section cu-section--grey ml-offset-center md:px-8 lg:px-14\">\n    <div class=\"space-y-6 cu-max-w-child-5xl bg-cu-black-50 max-w-screen-2xl mx-auto rounded-xl px-6 py-5 md:px-14 md:py-12 md:space-y-10 cu-prose-first-last\">\n\n            <div class=\"cu-textmedia flex flex-col lg:flex-row mx-auto gap-6 md:gap-10 my-6 md:my-12 first:mt-0 max-w-5xl\">\n        <div class=\"justify-start cu-textmedia-content cu-prose-first-last\" style=\"flex: 0 0 60%;\">\n            <header class=\"font-light prose-xl cu-pageheader md:prose-2xl cu-component-updated cu-prose-first-last\">\n                                    <h2 class=\"cu-prose-first-last font-semibold !mt-2 mb-4 md:mb-6 relative after:absolute after:h-px after:bottom-0 after:bg-cu-red after:left-px text-2xl md:text-3xl lg:text-4xl lg:leading-[3rem] pb-4 after:w-8 text-cu-black-700 not-prose\">\n                        Minimization of Switching Power Converter Ripples in RF Power Amplifier Circuits\n                    <\/h2>\n                \n                                \n                            <\/header>\n\n                            \n\n<p>This project will introduce new and innovative research into circuit theory leading to the minimization of ripples and noise in voltage and current.<br><\/p>\n\n\n                    <\/div>\n\n                    <div class=\"cu-textmedia-bgimg flex-1 rounded-xl bg-no-repeat bg-cover \" style=\"background-image: url(https:\/\/carleton.ca\/ericsson\/wp-content\/uploads\/sites\/89\/crop-technician-checking-contacts-on-motherboard-in-workshop-3825581-1024x731-1-768x548.jpg); background-position: 50% 50%; transform: scale(1);\"><\/div>\n            <\/div>\n\n    <\/div>\n<\/section>\n\n\n\n<section class=\"w-screen px-6 cu-section cu-section--white ml-offset-center md:px-8 lg:px-14\">\n    <div class=\"space-y-6 cu-max-w-child-5xl  md:space-y-10 cu-prose-first-last\">\n\n                            \n\n\n<header class=\"mb-6 cu-pageheader cu-component-updated md:mb-12\">\n    <h2 id=\"team-leads\" class=\"cu-prose-first-last font-semibold !mt-2 mb-4 md:mb-6 relative text-2xl md:text-3xl lg:text-4xl lg:leading-[3rem] pb-4 after:w-8 after:absolute after:h-px after:bottom-0 after:bg-cu-red after:left-px\">\n        Team leads\n    <\/h2>\n\n    <\/header>\n        \n        <div class=\"cu-column cu-component not-contained mx-auto grid max-w-5xl md:grid-cols-3 gap-6 md:gap-10\">\n            \n\n    \n    <div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 text-center group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n                    <figure class=\"px-6 pt-8 pb-2 mb-2 overflow-hidden rounded-t-lg cu-figure--round\">\n                                    <img loading=\"lazy\" decoding=\"async\"\n                src=\"https:\/\/carleton.ca\/ericsson\/wp-content\/uploads\/sites\/89\/Martins-photo-aspect-ratio-200-200.jpg\" alt=\"\" width=\"200\" height=\"200\" \/>\n                                <\/figure>\n        \n        <header class=\"px-6 first:mt-6\">\n            <h2 class=\"text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                                    Martin\n                    Plesnik\n                            <\/h2>\n        <\/header>\n\n        <div class=\"flex flex-col px-6\">\n            <ul class=\"space-y-2 text-sm text-cu-black-700 @sm:md:text-base\">\n                                    <li class=\"text-base @sm:md:text-lg italic\">\n                        Senior Board Power Developer\n                    <\/li>\n                \n                                    <li>\n                        <strong class=\"font-semibold break-all text-cu-red-700 hover:underline\">\n                            <a href=\"mailto:martin.plesnik@ericsson.com\">\n                                Email\n                                Martin\n                            <\/a>\n                        <\/strong>\n                    <\/li>\n                \n                                    <li>\n                        343 961 5472\n                                            <\/li>\n                            <\/ul>\n        <\/div>\n\n                    <footer class=\"px-6 pt-3 mt-auto text-white md:pt-5\">\n                <a href=\"https:\/\/carleton.ca\/ericsson\/people\/martin-plesnik\/\" class=\"cu-button cu-button--red cu-button--small\">\n                    View Profile\n                <\/a>\n            <\/footer>\n            <\/div>\n\n\n\n    \n    <div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 text-center group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n                    <figure class=\"px-6 pt-8 pb-2 mb-2 overflow-hidden rounded-t-lg cu-figure--round\">\n                                    <img loading=\"lazy\" decoding=\"async\"\n                src=\"https:\/\/carleton.ca\/ericsson\/wp-content\/uploads\/sites\/89\/Xiaoyu-Wang-240x240-1.jpg\" alt=\"Xiaoyu Wang\" width=\"200\" height=\"200\" \/>\n                                <\/figure>\n        \n        <header class=\"px-6 first:mt-6\">\n            <h2 class=\"text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                                    Xiaoyu\n                    Wang\n                            <\/h2>\n        <\/header>\n\n        <div class=\"flex flex-col px-6\">\n            <ul class=\"space-y-2 text-sm text-cu-black-700 @sm:md:text-base\">\n                                    <li class=\"text-base @sm:md:text-lg italic\">\n                        Associate Professor\n                    <\/li>\n                \n                                    <li>\n                        <strong class=\"font-semibold break-all text-cu-red-700 hover:underline\">\n                            <a href=\"mailto:xiaoyuw@doe.carleton.ca\">\n                                Email\n                                Xiaoyu\n                            <\/a>\n                        <\/strong>\n                    <\/li>\n                \n                                    <li>\n                        613-520-2600\n                                                    ext\n                            1049\n                                            <\/li>\n                            <\/ul>\n        <\/div>\n\n                    <footer class=\"px-6 pt-3 mt-auto text-white md:pt-5\">\n                <a href=\"https:\/\/carleton.ca\/ericsson\/people\/xiaoyu-wang\/\" class=\"cu-button cu-button--red cu-button--small\">\n                    View Profile\n                <\/a>\n            <\/footer>\n            <\/div>\n\n\n\n    \n    <div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 text-center group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n                    <figure class=\"px-6 pt-8 pb-2 mb-2 overflow-hidden rounded-t-lg cu-figure--round\">\n                                    <img loading=\"lazy\" decoding=\"async\"\n                src=\"https:\/\/carleton.ca\/ericsson\/wp-content\/uploads\/sites\/89\/LUT8978-660x333-mailchimp-aspect-ratio-200-200.jpg\" alt=\"\" width=\"200\" height=\"200\" \/>\n                                <\/figure>\n        \n        <header class=\"px-6 first:mt-6\">\n            <h2 class=\"text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                                    Michel\n                    Nakhla\n                            <\/h2>\n        <\/header>\n\n        <div class=\"flex flex-col px-6\">\n            <ul class=\"space-y-2 text-sm text-cu-black-700 @sm:md:text-base\">\n                                    <li class=\"text-base @sm:md:text-lg italic\">\n                        Chancellor&#8217;s Professor\n                    <\/li>\n                \n                                    <li>\n                        <strong class=\"font-semibold break-all text-cu-red-700 hover:underline\">\n                            <a href=\"mailto:Michel.Nakhla@carleton.ca\">\n                                Email\n                                Michel\n                            <\/a>\n                        <\/strong>\n                    <\/li>\n                \n                                    <li>\n                        613-520-2600\n                                                    ext\n                            5780\n                                            <\/li>\n                            <\/ul>\n        <\/div>\n\n                    <footer class=\"px-6 pt-3 mt-auto text-white md:pt-5\">\n                <a href=\"https:\/\/carleton.ca\/ericsson\/people\/michel-nakhla\/\" class=\"cu-button cu-button--red cu-button--small\">\n                    View Profile\n                <\/a>\n            <\/footer>\n            <\/div>\n\n\n\n    \n    <div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 text-center group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n                    <figure class=\"px-6 pt-8 pb-2 mb-2 overflow-hidden rounded-t-lg cu-figure--round\">\n                                    <img loading=\"lazy\" decoding=\"async\"\n                src=\"https:\/\/carleton.ca\/ericsson\/wp-content\/uploads\/sites\/89\/Achar-Ram11111_1-200x200-1.jpg\" alt=\"Ram Achar\" width=\"200\" height=\"200\" \/>\n                                <\/figure>\n        \n        <header class=\"px-6 first:mt-6\">\n            <h2 class=\"text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                                    Ram\n                    Achar\n                            <\/h2>\n        <\/header>\n\n        <div class=\"flex flex-col px-6\">\n            <ul class=\"space-y-2 text-sm text-cu-black-700 @sm:md:text-base\">\n                                    <li class=\"text-base @sm:md:text-lg italic\">\n                        Professor\n                    <\/li>\n                \n                                    <li>\n                        <strong class=\"font-semibold break-all text-cu-red-700 hover:underline\">\n                            <a href=\"mailto:Ram.Achar@carleton.ca\">\n                                Email\n                                Ram\n                            <\/a>\n                        <\/strong>\n                    <\/li>\n                \n                                    <li>\n                        6135202600\n                                                    ext\n                            5651\n                                            <\/li>\n                            <\/ul>\n        <\/div>\n\n                    <footer class=\"px-6 pt-3 mt-auto text-white md:pt-5\">\n                <a href=\"https:\/\/carleton.ca\/ericsson\/people\/ram-achar\/\" class=\"cu-button cu-button--red cu-button--small\">\n                    View Profile\n                <\/a>\n            <\/footer>\n            <\/div>\n\n\n        <\/div>\n\n        \n    <\/div>\n<\/section>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/carleton.ca\/ericsson\/switching-power-converter-ripples\/\">Project Details<\/a><\/div>\n<\/div>\n\n\n    \n<section class=\"w-screen px-6 cu-section cu-section--grey ml-offset-center md:px-8 lg:px-14\">\n    <div class=\"space-y-6 cu-max-w-child-5xl bg-cu-black-50 max-w-screen-2xl mx-auto rounded-xl px-6 py-5 md:px-14 md:py-12 md:space-y-10 cu-prose-first-last\">\n\n            <div class=\"cu-textmedia flex flex-col lg:flex-row mx-auto gap-6 md:gap-10 my-6 md:my-12 first:mt-0 max-w-5xl\">\n        <div class=\"justify-start cu-textmedia-content cu-prose-first-last\" style=\"flex: 0 0 60%;\">\n            <header class=\"font-light prose-xl cu-pageheader md:prose-2xl cu-component-updated cu-prose-first-last\">\n                                    <h2 class=\"cu-prose-first-last font-semibold !mt-2 mb-4 md:mb-6 relative after:absolute after:h-px after:bottom-0 after:bg-cu-red after:left-px text-2xl md:text-3xl lg:text-4xl lg:leading-[3rem] pb-4 after:w-8 text-cu-black-700 not-prose\">\n                        Leveraging Machine Learning to Improve Code Quality\n                    <\/h2>\n                \n                                \n                            <\/header>\n\n                            \n\n<p>This project aims at employing machine learning techniques to monitor and improve software quality<\/p>\n\n\n                    <\/div>\n\n                    <div class=\"cu-textmedia-bgimg flex-1 rounded-xl bg-no-repeat bg-cover \" style=\"background-image: url(https:\/\/carleton.ca\/ericsson\/wp-content\/uploads\/sites\/89\/cybersecurity-stock-1024x683-1-768x512.jpg); background-position: 50% 50%; transform: scale(1);\"><\/div>\n            <\/div>\n\n    <\/div>\n<\/section>\n\n\n\n<section class=\"w-screen px-6 cu-section cu-section--white ml-offset-center md:px-8 lg:px-14\">\n    <div class=\"space-y-6 cu-max-w-child-5xl  md:space-y-10 cu-prose-first-last\">\n\n                            \n\n\n<header class=\"mb-6 cu-pageheader cu-component-updated md:mb-12\">\n    <h2 id=\"team-leads\" class=\"cu-prose-first-last font-semibold !mt-2 mb-4 md:mb-6 relative text-2xl md:text-3xl lg:text-4xl lg:leading-[3rem] pb-4 after:w-8 after:absolute after:h-px after:bottom-0 after:bg-cu-red after:left-px\">\n        Team leads\n    <\/h2>\n\n    <\/header>\n        \n        <div class=\"cu-column cu-component not-contained mx-auto grid max-w-5xl md:grid-cols-3 gap-6 md:gap-10\">\n            \n\n    \n    <div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 text-center group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n                    <figure class=\"px-6 pt-8 pb-2 mb-2 overflow-hidden rounded-t-lg cu-figure--round\">\n                                    <img loading=\"lazy\" decoding=\"async\"\n                src=\"https:\/\/carleton.ca\/ericsson\/wp-content\/uploads\/sites\/89\/photo1_400x400-240x240-1.png\" alt=\"Olga Baysal\" width=\"200\" height=\"200\" \/>\n                                <\/figure>\n        \n        <header class=\"px-6 first:mt-6\">\n            <h2 class=\"text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                                    Olga\n                    Baysal\n                            <\/h2>\n        <\/header>\n\n        <div class=\"flex flex-col px-6\">\n            <ul class=\"space-y-2 text-sm text-cu-black-700 @sm:md:text-base\">\n                                    <li class=\"text-base @sm:md:text-lg italic\">\n                        Associate Professor\n                    <\/li>\n                \n                                    <li>\n                        <strong class=\"font-semibold break-all text-cu-red-700 hover:underline\">\n                            <a href=\"mailto:olga.baysal@carleton.ca\">\n                                Email\n                                Olga\n                            <\/a>\n                        <\/strong>\n                    <\/li>\n                \n                                    <li>\n                        613-520-2600\n                                                    ext\n                            8668\n                                            <\/li>\n                            <\/ul>\n        <\/div>\n\n                    <footer class=\"px-6 pt-3 mt-auto text-white md:pt-5\">\n                <a href=\"https:\/\/carleton.ca\/ericsson\/people\/olga-baysal\/\" class=\"cu-button cu-button--red cu-button--small\">\n                    View Profile\n                <\/a>\n            <\/footer>\n            <\/div>\n\n\n\n    \n    <div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 text-center group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n                    <figure class=\"px-6 pt-8 pb-2 mb-2 overflow-hidden rounded-t-lg cu-figure--round\">\n                                    <img loading=\"lazy\" decoding=\"async\"\n                src=\"https:\/\/carleton.ca\/ericsson\/wp-content\/uploads\/sites\/89\/Dimple-Thomas.jpeg\" alt=\"\" width=\"200\" height=\"200\" \/>\n                                <\/figure>\n        \n        <header class=\"px-6 first:mt-6\">\n            <h2 class=\"text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                                    Dimple\n                    Thomas\n                            <\/h2>\n        <\/header>\n\n        <div class=\"flex flex-col px-6\">\n            <ul class=\"space-y-2 text-sm text-cu-black-700 @sm:md:text-base\">\n                                    <li class=\"text-base @sm:md:text-lg italic\">\n                        Ericsson Engineering Manager\n                    <\/li>\n                \n                                    <li>\n                        <strong class=\"font-semibold break-all text-cu-red-700 hover:underline\">\n                            <a href=\"mailto:dimple.thomas@ericsson.com\">\n                                Email\n                                Dimple\n                            <\/a>\n                        <\/strong>\n                    <\/li>\n                \n                            <\/ul>\n        <\/div>\n\n                    <footer class=\"px-6 pt-3 mt-auto text-white md:pt-5\">\n                <a href=\"https:\/\/carleton.ca\/ericsson\/people\/dimple-thomas\/\" class=\"cu-button cu-button--red cu-button--small\">\n                    View Profile\n                <\/a>\n            <\/footer>\n            <\/div>\n\n\n        <\/div>\n\n        \n    <\/div>\n<\/section>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/carleton.ca\/ericsson\/leveraging-machine-learning-to-improve-code-quality\/\">Project Details<\/a><\/div>\n<\/div>\n\n\n    \n<section class=\"w-screen px-6 cu-section cu-section--grey ml-offset-center md:px-8 lg:px-14\">\n    <div class=\"space-y-6 cu-max-w-child-5xl bg-cu-black-50 max-w-screen-2xl mx-auto rounded-xl px-6 py-5 md:px-14 md:py-12 md:space-y-10 cu-prose-first-last\">\n\n            <div class=\"cu-textmedia flex flex-col lg:flex-row mx-auto gap-6 md:gap-10 my-6 md:my-12 first:mt-0 max-w-5xl\">\n        <div class=\"justify-start cu-textmedia-content cu-prose-first-last\" style=\"flex: 0 0 60%;\">\n            <header class=\"font-light prose-xl cu-pageheader md:prose-2xl cu-component-updated cu-prose-first-last\">\n                                    <h2 class=\"cu-prose-first-last font-semibold !mt-2 mb-4 md:mb-6 relative after:absolute after:h-px after:bottom-0 after:bg-cu-red after:left-px text-2xl md:text-3xl lg:text-4xl lg:leading-[3rem] pb-4 after:w-8 text-cu-black-700 not-prose\">\n                        Dynamic Network Re-dimensioning via Accurate Prediction of 5G Throughput and Reinforcement Learning\n                    <\/h2>\n                \n                                \n                            <\/header>\n\n                            \n\n<p>This project will focus on how to accurately model and predict throughput of 5G networks in order to better manage resources in order to adapt to changes in patterns of usage.<br><\/p>\n\n\n                    <\/div>\n\n                    <div class=\"cu-textmedia-bgimg flex-1 rounded-xl bg-no-repeat bg-cover \" style=\"background-image: url(https:\/\/carleton.ca\/ericsson\/wp-content\/uploads\/sites\/89\/systems-stock-1024x683-1-768x512.jpg); background-position: 50% 50%; transform: scale(1);\"><\/div>\n            <\/div>\n\n    <\/div>\n<\/section>\n\n\n\n<section class=\"w-screen px-6 cu-section cu-section--white ml-offset-center md:px-8 lg:px-14\">\n    <div class=\"space-y-6 cu-max-w-child-5xl  md:space-y-10 cu-prose-first-last\">\n\n                            \n\n\n<header class=\"mb-6 cu-pageheader cu-component-updated md:mb-12\">\n    <h2 id=\"team-leads\" class=\"cu-prose-first-last font-semibold !mt-2 mb-4 md:mb-6 relative text-2xl md:text-3xl lg:text-4xl lg:leading-[3rem] pb-4 after:w-8 after:absolute after:h-px after:bottom-0 after:bg-cu-red after:left-px\">\n        Team Leads\n    <\/h2>\n\n    <\/header>\n        \n        <div class=\"cu-column cu-component not-contained mx-auto grid max-w-5xl md:grid-cols-3 gap-6 md:gap-10\">\n            \n\n    \n    <div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 text-center group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n                    <figure class=\"px-6 pt-8 pb-2 mb-2 overflow-hidden rounded-t-lg cu-figure--round\">\n                                    <img loading=\"lazy\" decoding=\"async\"\n                src=\"https:\/\/carleton.ca\/ericsson\/wp-content\/uploads\/sites\/89\/ahmed-240x240-1.jpg\" alt=\"ahmed el-roby\" width=\"200\" height=\"200\" \/>\n                                <\/figure>\n        \n        <header class=\"px-6 first:mt-6\">\n            <h2 class=\"text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                                    Ahmed\n                    El-Roby\n                            <\/h2>\n        <\/header>\n\n        <div class=\"flex flex-col px-6\">\n            <ul class=\"space-y-2 text-sm text-cu-black-700 @sm:md:text-base\">\n                                    <li class=\"text-base @sm:md:text-lg italic\">\n                        Assistant Professor\n                    <\/li>\n                \n                                    <li>\n                        <strong class=\"font-semibold break-all text-cu-red-700 hover:underline\">\n                            <a href=\"mailto:Ahmed.ElRoby@carleton.ca\">\n                                Email\n                                Ahmed\n                            <\/a>\n                        <\/strong>\n                    <\/li>\n                \n                                    <li>\n                        613-520-2600\n                                                    ext\n                            4254\n                                            <\/li>\n                            <\/ul>\n        <\/div>\n\n                    <footer class=\"px-6 pt-3 mt-auto text-white md:pt-5\">\n                <a href=\"https:\/\/carleton.ca\/ericsson\/people\/ahmed-el-roby\/\" class=\"cu-button cu-button--red cu-button--small\">\n                    View Profile\n                <\/a>\n            <\/footer>\n            <\/div>\n\n\n\n    \n    <div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 text-center group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n                    <figure class=\"px-6 pt-8 pb-2 mb-2 overflow-hidden rounded-t-lg cu-figure--round\">\n                                    <img loading=\"lazy\" decoding=\"async\"\n                src=\"https:\/\/carleton.ca\/ericsson\/wp-content\/uploads\/sites\/89\/Dimple-Thomas.jpeg\" alt=\"\" width=\"200\" height=\"200\" \/>\n                                <\/figure>\n        \n        <header class=\"px-6 first:mt-6\">\n            <h2 class=\"text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                                    Dimple\n                    Thomas\n                            <\/h2>\n        <\/header>\n\n        <div class=\"flex flex-col px-6\">\n            <ul class=\"space-y-2 text-sm text-cu-black-700 @sm:md:text-base\">\n                                    <li class=\"text-base @sm:md:text-lg italic\">\n                        Ericsson Engineering Manager\n                    <\/li>\n                \n                                    <li>\n                        <strong class=\"font-semibold break-all text-cu-red-700 hover:underline\">\n                            <a href=\"mailto:dimple.thomas@ericsson.com\">\n                                Email\n                                Dimple\n                            <\/a>\n                        <\/strong>\n                    <\/li>\n                \n                            <\/ul>\n        <\/div>\n\n                    <footer class=\"px-6 pt-3 mt-auto text-white md:pt-5\">\n                <a href=\"https:\/\/carleton.ca\/ericsson\/people\/dimple-thomas\/\" class=\"cu-button cu-button--red cu-button--small\">\n                    View Profile\n                <\/a>\n            <\/footer>\n            <\/div>\n\n\n        <\/div>\n\n        \n    <\/div>\n<\/section>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/carleton.ca\/ericsson\/dynamic-network-re-dimensioning-via-accurate-prediction-of-5g-thoughput-and-reinforcement-leaning\">Project Details<\/a><\/div>\n<\/div>\n\n\n\n<h2 id=\"co-op-project-knowledge-graph\" class=\"wp-block-heading\">Co-Op Project: Knowledge Graph<\/h2>\n\n\n\n<p>The project involves constructing a Knowledge Graph from diverse data sources, with applications like a Semantic Search Engine and Summarization tools to enhance information access and insights.<\/p>\n\n\n\n<section class=\"w-screen px-6 cu-section cu-section--white ml-offset-center md:px-8 lg:px-14\">\n    <div class=\"space-y-6 cu-max-w-child-5xl  md:space-y-10 cu-prose-first-last\">\n\n                            \n\n\n<header class=\"mb-6 cu-pageheader cu-component-updated md:mb-12\">\n    <h2 id=\"team-leads\" class=\"cu-prose-first-last font-semibold !mt-2 mb-4 md:mb-6 relative text-2xl md:text-3xl lg:text-4xl lg:leading-[3rem] pb-4 after:w-8 after:absolute after:h-px after:bottom-0 after:bg-cu-red after:left-px\">\n        Team leads\n    <\/h2>\n\n    <\/header>\n        \n        <div class=\"cu-column cu-component not-contained mx-auto grid max-w-5xl md:grid-cols-3 gap-6 md:gap-10\">\n            \n\n    \n    <div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 text-center group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n                    <figure class=\"px-6 pt-8 pb-2 mb-2 overflow-hidden rounded-t-lg cu-figure--round\">\n                                    <img loading=\"lazy\" decoding=\"async\"\n                src=\"https:\/\/carleton.ca\/ericsson\/wp-content\/uploads\/sites\/89\/ahmed-240x240-1.jpg\" alt=\"ahmed el-roby\" width=\"200\" height=\"200\" \/>\n                                <\/figure>\n        \n        <header class=\"px-6 first:mt-6\">\n            <h2 class=\"text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                                    Ahmed\n                    El-Roby\n                            <\/h2>\n        <\/header>\n\n        <div class=\"flex flex-col px-6\">\n            <ul class=\"space-y-2 text-sm text-cu-black-700 @sm:md:text-base\">\n                                    <li class=\"text-base @sm:md:text-lg italic\">\n                        Assistant Professor\n                    <\/li>\n                \n                                    <li>\n                        <strong class=\"font-semibold break-all text-cu-red-700 hover:underline\">\n                            <a href=\"mailto:Ahmed.ElRoby@carleton.ca\">\n                                Email\n                                Ahmed\n                            <\/a>\n                        <\/strong>\n                    <\/li>\n                \n                                    <li>\n                        613-520-2600\n                                                    ext\n                            4254\n                                            <\/li>\n                            <\/ul>\n        <\/div>\n\n                    <footer class=\"px-6 pt-3 mt-auto text-white md:pt-5\">\n                <a href=\"https:\/\/carleton.ca\/ericsson\/people\/ahmed-el-roby\/\" class=\"cu-button cu-button--red cu-button--small\">\n                    View Profile\n                <\/a>\n            <\/footer>\n            <\/div>\n\n\n\n    \n    <div class=\"not-prose cu-card rounded-lg @container md:max-w-xl flex flex-col gap-3 bg-white shadow-lg shadow-cu-black-100 text-center group duration-300 ease-in hover:scale-[1.02] hover:shadow-cu-black-200\">\n                    <figure class=\"px-6 pt-8 pb-2 mb-2 overflow-hidden rounded-t-lg cu-figure--round\">\n                                    <img loading=\"lazy\" decoding=\"async\"\n                src=\"https:\/\/carleton.ca\/ericsson\/wp-content\/uploads\/sites\/89\/Dimple-Thomas.jpeg\" alt=\"\" width=\"200\" height=\"200\" \/>\n                                <\/figure>\n        \n        <header class=\"px-6 first:mt-6\">\n            <h2 class=\"text-lg font-semibold text-cu-black @sm:md:text-xl leading-6 @sm:md:leading-8\">\n                                    Dimple\n                    Thomas\n                            <\/h2>\n        <\/header>\n\n        <div class=\"flex flex-col px-6\">\n            <ul class=\"space-y-2 text-sm text-cu-black-700 @sm:md:text-base\">\n                                    <li class=\"text-base @sm:md:text-lg italic\">\n                        Ericsson Engineering Manager\n                    <\/li>\n                \n                                    <li>\n                        <strong class=\"font-semibold break-all text-cu-red-700 hover:underline\">\n                            <a href=\"mailto:dimple.thomas@ericsson.com\">\n                                Email\n                                Dimple\n                            <\/a>\n                        <\/strong>\n                    <\/li>\n                \n                            <\/ul>\n        <\/div>\n\n                    <footer class=\"px-6 pt-3 mt-auto text-white md:pt-5\">\n                <a href=\"https:\/\/carleton.ca\/ericsson\/people\/dimple-thomas\/\" class=\"cu-button cu-button--red cu-button--small\">\n                    View Profile\n                <\/a>\n            <\/footer>\n            <\/div>\n\n\n        <\/div>\n\n        \n    <\/div>\n<\/section>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/carleton.ca\/ericsson\/co-op-project-knowledge-graph\/\">Project Details<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Co-Op Project: Knowledge Graph The project involves constructing a Knowledge Graph from diverse data sources, with applications like a Semantic Search Engine and Summarization tools to enhance information access and insights.<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":161,"menu_order":2,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_cu_dining_location_slug":"","footnotes":"","_links_to":"","_links_to_target":""},"cu_page_type":[42],"class_list":["post-902","page","type-page","status-publish","hentry","cu_page_type-general"],"acf":{"cu_post_thumbnail":""},"_links":{"self":[{"href":"https:\/\/carleton.ca\/ericsson\/wp-json\/wp\/v2\/pages\/902","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/carleton.ca\/ericsson\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/carleton.ca\/ericsson\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/carleton.ca\/ericsson\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/carleton.ca\/ericsson\/wp-json\/wp\/v2\/comments?post=902"}],"version-history":[{"count":5,"href":"https:\/\/carleton.ca\/ericsson\/wp-json\/wp\/v2\/pages\/902\/revisions"}],"predecessor-version":[{"id":1481,"href":"https:\/\/carleton.ca\/ericsson\/wp-json\/wp\/v2\/pages\/902\/revisions\/1481"}],"up":[{"embeddable":true,"href":"https:\/\/carleton.ca\/ericsson\/wp-json\/wp\/v2\/pages\/161"}],"wp:attachment":[{"href":"https:\/\/carleton.ca\/ericsson\/wp-json\/wp\/v2\/media?parent=902"}],"wp:term":[{"taxonomy":"cu_page_type","embeddable":true,"href":"https:\/\/carleton.ca\/ericsson\/wp-json\/wp\/v2\/cu_page_type?post=902"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}