{"id":2581,"date":"2026-05-13T14:53:39","date_gmt":"2026-05-13T20:53:39","guid":{"rendered":"https:\/\/itscanadaevents.ca\/2026\/05\/raphael-dumas\/"},"modified":"2026-05-21T18:07:49","modified_gmt":"2026-05-22T00:07:49","slug":"raphael-dumas","status":"publish","type":"post","link":"https:\/\/itscanadaevents.ca\/fr\/2026\/05\/raphael-dumas\/","title":{"rendered":"Raphael Dumas"},"content":{"rendered":"<div style=\"font-family:Arial, sans-serif;line-height:1.6;max-width:700px;\">\n<div style=\"margin-bottom:16px;text-align:center;\"><img decoding=\"async\" src=\"https:\/\/cdutztdprujdmvcxcufy.supabase.co\/storage\/v1\/object\/public\/speaker-images\/picture\/1778705158898-eb15ccff-31af-4fdb-9988-d7e719bf528a.jpg\" alt=\"Raphael Dumas\" style=\"max-width:250px;height:auto;border-radius:50%;aspect-ratio:1\/1;object-fit:cover;\" \/><\/div>\n<div style=\"margin-bottom:16px;text-align:center;\"><img decoding=\"async\" src=\"https:\/\/cdutztdprujdmvcxcufy.supabase.co\/storage\/v1\/object\/public\/speaker-images\/logo\/1778705550095-0f084e4f-e5c0-40ed-8170-d4dc11c2ea9b.jpg\" alt=\"Company logo\" style=\"max-width:180px;height:auto;border-radius:0px;\" \/><\/div>\n<h2 style=\"margin:0 0 4px 0;font-size:24px;font-weight:bold;text-align:center;\">Raphael Dumas<\/h2>\n<p style=\"margin:0 0 12px 0;font-size:16px;font-weight:normal;text-align:center;color:#555555;\">Team Lead, Data Operations (Emerging Mobility) \u2014 City of Toronto<\/p>\n<div style=\"margin-bottom:16px;text-align:left;\">\n<div class=\"speaker-social-links\" style=\"display:flex;flex-wrap:wrap;gap:10px;align-items:flex-start;margin:8px 0 16px 0;\"><a href=\"https:\/\/www.linkedin.com\/in\/dumasraphael\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Linkedin\" aria-label=\"Linkedin\" style=\"display:inline-flex;flex-direction:column;align-items:center;text-decoration:none;\"><br \/>\n  <span style=\"display:inline-flex;align-items:center;justify-content:center;width:36px;height:36px;border-radius:50%;background:#0A66C2;\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 24 24\" fill=\"#fff\" width=\"60%\" height=\"60%\"><path d=\"M20.447 20.452h-3.554v-5.569c0-1.328-.027-3.037-1.852-3.037-1.853 0-2.136 1.445-2.136 2.939v5.667H9.351V9h3.414v1.561h.046c.477-.9 1.637-1.85 3.37-1.85 3.601 0 4.267 2.37 4.267 5.455v6.286zM5.337 7.433a2.062 2.062 0 01-2.063-2.065 2.063 2.063 0 112.063 2.065zm1.782 13.019H3.555V9h3.564v11.452z\"\/><\/svg><\/span><br \/>\n<\/a><a href=\"https:\/\/bsky.app\/profile\/raphael-dumas.bsky.social\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"BlueSky\" aria-label=\"BlueSky\" style=\"display:inline-flex;flex-direction:column;align-items:center;text-decoration:none;\"><br \/>\n  <span style=\"display:inline-flex;align-items:center;justify-content:center;width:36px;height:36px;border-radius:50%;background:#64748B;\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"#fff\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" width=\"55%\" height=\"55%\"><path d=\"M10 13a5 5 0 0 0 7.54.54l3-3a5 5 0 0 0-7.07-7.07l-1.72 1.71\"\/><path d=\"M14 11a5 5 0 0 0-7.54-.54l-3 3a5 5 0 0 0 7.07 7.07l1.71-1.71\"\/><\/svg><\/span><br \/>\n<\/a><\/div>\n<\/div>\n<div style=\"margin-bottom:12px;font-size:16px;font-weight:normal;text-align:left;\">Raphael Dumas has been with Toronto Transportation Services Data &#038; Analytics Unit since it was the Big Data Innovation Team in 2016. He currently leads the Data Operations Team which is responsible for the automated processes that bring in, validate, and aggregate data.  He has a B. Eng. Civil from McGill University and a M. City Planning &#038; MS. Transportation from MIT. <\/div>\n<div style=\"margin-bottom:16px;\">\n<div class=\"speaker-sessions\" style=\"margin-top:32px;padding-top:16px;border-top:2px solid #e2e8f0;\">\n<h3 style=\"margin:0 0 12px 0;font-size:18px;font-weight:bold;color:#1e293b;\">I am speaking at:<\/h3>\n<div style=\"display:grid;grid-template-columns:repeat(3,minmax(0,1fr));gap:12px;\">\n<div class=\"speaker-session-item\" style=\"padding:12px;border:1px solid #e2e8f0;border-radius:6px;background:#fff;\"><a href=\"#spk-session-desc-d36593cd-91c7-4025-bf99-d80798e7f078\" class=\"speaker-session-title\" style=\"font-weight:600;font-size:16px;color:#1e293b;text-decoration:underline;cursor:pointer;\" onclick=\"var d=document.getElementById('spk-session-desc-d36593cd-91c7-4025-bf99-d80798e7f078');if(d){d.style.display=d.style.display==='none'?'block':'none';}return false;\">W22 PANEL: Innovative Traffic Monitoring: From Sensors to Insights<\/a><\/p>\n<div class=\"speaker-session-meta\" style=\"margin-top:4px;font-size:14px;color:#2e2e2e;\"><span class=\"speaker-session-date\">Wed, May 20, 2026<\/span> &middot; <span class=\"speaker-session-time\">3:00\u202fPM \u2013 4:00\u202fPM<\/span> &middot; <span class=\"speaker-session-location\">Edmonton Room<\/span><\/div>\n<div id=\"spk-session-desc-d36593cd-91c7-4025-bf99-d80798e7f078\" class=\"speaker-session-description\" style=\"display:none;margin-top:8px;padding:10px;background:#f8fafc;border-left:3px solid #cbd5e1;border-radius:4px;font-size:14px;line-height:1.5;color:#334155;\">\n<p>Panel Organizers:<\/p>\n<ul>\n<li>Janis Chow, General Supervisor of Signals &amp; Street Lighting, City of Edmonton<\/li>\n<li>Yeatland Wong, Director of Smart Mobility, Transnomis Solutions Inc.<\/li>\n<\/ul>\n<p><\/p>\n<p>Moderators: Arif Rafiq, Esri Canada, and Janis Chow, City of Edmonton<\/p>\n<p><\/p>\n<p>Panelists:<\/p>\n<p><\/p>\n<ul>\n<li>Jonathan Hamel-Nunes, Division Manager, Innovation and Travel Management, City of Montreal<\/li>\n<li>Sharath Mysore Narasimhamurthy, Postdoctoral Associate, University of Calgary<\/li>\n<li>Michael Vaudan, Sr. Operations Engineer, City of Edmonton<\/li>\n<li>Peter Short, Sales and Operations Manager, Velociti Innovations<\/li>\n<li>Raphael Dumas Team Lead, Data Operations, City of Toronto&nbsp;<\/li>\n<\/ul>\n<p><\/p>\n<p>Traffic monitoring has evolved well beyond traditional loop detectors and tube counts. Today, agencies have access to radar and lidar sensors, AI-powered video analytics, connected vehicle data, probe data from navigation apps, and crowdsourced information\u2014each offering different strengths, coverage, and costs.<\/p>\n<p><\/p>\n<p>This panel takes a practical look at emerging traffic monitoring technologies and how Canadian agencies are putting them to work. Panelists from public, academic, and private sectors will discuss the need for traffic monitoring, the challenges, solutions, and real-world deployments, comparing the accuracy, reliability, and cost-effectiveness of different approaches. They\u2019ll explore how agencies integrate multiple data sources to build a more complete picture of network conditions\u2014and the challenges of managing, fusing, and making sense of all that data.<\/p>\n<\/div>\n<\/div>\n<div class=\"speaker-session-item\" style=\"padding:12px;border:1px solid #e2e8f0;border-radius:6px;background:#fff;\"><a href=\"#spk-session-desc-c90e28a6-440a-4bf6-a92f-bbb8761d8b08\" class=\"speaker-session-title\" style=\"font-weight:600;font-size:16px;color:#1e293b;text-decoration:underline;cursor:pointer;\" onclick=\"var d=document.getElementById('spk-session-desc-c90e28a6-440a-4bf6-a92f-bbb8761d8b08');if(d){d.style.display=d.style.display==='none'?'block':'none';}return false;\">F10 PANEL: Crowdsourced probe vehicle data \u2013 more than just travel time<\/a><\/p>\n<div class=\"speaker-session-meta\" style=\"margin-top:4px;font-size:14px;color:#2e2e2e;\"><span class=\"speaker-session-date\">Fri, May 22, 2026<\/span> &middot; <span class=\"speaker-session-time\">9:30\u202fAM \u2013 10:30\u202fAM<\/span> &middot; <span class=\"speaker-session-location\">Jasper\/Lake Louise Room<\/span><\/div>\n<div id=\"spk-session-desc-c90e28a6-440a-4bf6-a92f-bbb8761d8b08\" class=\"speaker-session-description\" style=\"display:none;margin-top:8px;padding:10px;background:#f8fafc;border-left:3px solid #cbd5e1;border-radius:4px;font-size:14px;line-height:1.5;color:#334155;\">\n<p>Organized by Phil Masters, Vice President, Masters &amp; Associates<\/p>\n<p><\/p>\n<p>Panelists:<\/p>\n<ul>\n<li>Lucy Lai ,Director, Product Marketing, SMATS Traffic Solutions<\/li>\n<li>Raphael Dumas, Team Lead, Data Operations (Emerging Mobility), City of Toronto&nbsp;<\/li>\n<li>Sameer Patil, TMC Leader, Traffic Services, City of Calgary<\/li>\n<li>Craig Smith, Director Enterprise, Geospatial, TomTom<\/li>\n<\/ul>\n<p><\/p>\n<p>Crowdsourced probe vehicle data is traffic data collected without roadside equipment from car and cell phone location data. This data has been available for many years and has typically been used to provide travel time-based traffic condition information on map systems. However, this data has continued to improve in availability, coverage and accuracy. Currently, systems use location information from navigation apps which collect location fixes at a much higher rate that a phone that is on but not running location apps. This high-definition data can provide more accurate data that can be used for a range of functions such as real time modal splits, incident detection and border delays. This panel will explore the current capabilities of crowdsourced probe data and its readiness for use in more real time operations.<\/p>\n<p><\/p>\n<p>The panel will take the format of a fireside chat, starting with brief statements from each of the panel members but will focus on discussion based on questions from the audience and moderator.<\/p>\n<p><\/p>\n<p>Discussion Points<\/p>\n<ul>\n<li>What are some examples of new real time applications of probe data?<\/li>\n<li>What impacts the accuracy of probe data for given roadways\/locations?<\/li>\n<li>What are the criteria for acceptability of probe data for specific traffic management strategies?<\/li>\n<li>What are the advantages of probe data over hardware-based approaches?<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<input class=\"fooboxshare_post_id\" type=\"hidden\" value=\"2581\"\/>","protected":false},"excerpt":{"rendered":"<p>Raphael Dumas Team Lead, Data Operations (Emerging Mobility) \u2014 City of Toronto Raphael Dumas has been with Toronto Transportation Services Data &#038; Analytics Unit since it was the Big Data [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17],"tags":[],"class_list":["post-2581","post","type-post","status-publish","format-standard","hentry","category-speakers"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - 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