Professional Development Summit 2020
  • Home
  • Registration
  • Program
    • 2023 Session One >
      • Employer Panel
      • Juliet Turpin
      • Ross Saunders
      • Chris Keevill
      • Natalie Ripp
    • 2023 Session Two >
      • Women in Technology Panel
      • Susan Power
      • Robert Newcombe
      • Greg Kirczenow
      • Zafar Muhammad
    • 2023 Session Three >
      • Agile Panel
      • Carlo Carandang
      • Graham MacDougall
      • Jessica Reid
      • Angela Arsenault
  • Keynote - Shawn Kanungo
  • Sponsor
  • About Us
    • About Us
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    • PDS Committee
  • Previous Events
    • 2019 Program >
      • Opening Address - Chris Crowell
      • Mike Lipkin - Keynote
      • 2019 Session One >
        • Precious Williams
        • 2019 Robert Newcombe
        • Martin Davis
        • Women in IT Mini-Panel
        • Dawson Mossman
      • 2019 Session Two >
        • 2019 Susan Power
        • Doug Denny
        • Karla Pooley
        • Blockchain Mini Panel
        • Thomas Ley
      • 2019 Session Three >
        • Tracy Zwicker-Forbes
        • James Slupsky
        • Kim Scaravelli
        • Nachiket Parab
        • Chris Mitchell
    • 2018 Program >
      • Jim Harris Morning Keynote Speaker
      • Jim Harris Lunch Keynote Speaker
      • 2018 Session One >
        • Jean-Claude Beaudry
        • John Robertson
        • Chris Fullerton
        • Bill Carroll
        • Ian Ghent
      • 2018 Session Two >
        • Danielle Comeau
        • Stephen Smith
        • Martha Wenc
        • Andrew Pery
        • Mini-panel - Evolution of Technology
      • 2018 Session Three >
        • Charles Villanyi Bokor
        • Melanie Gallant
        • Mini-panel PM Stories
        • Tim Dickinson
        • James Slupsky
      • 2018 Session Four >
        • Perry McLeod
        • John Buckley
        • Emad Rizkalla
        • Michelle Murray
    • 2017 Program >
      • Ted Graham Keynote Speaker
      • 2017 Executive Panel >
        • Fawn Annan - Moderator
        • Peter Burns
        • Sandra Cascadden
        • Roman Coba
        • Spiro Bokolas
        • Jeremy Wubs
      • 2017 Session One >
        • Dianne Gaudet
        • Kevin Schwenker
        • Brenda Fay
        • Matthew Leach
        • Jeremy McCurdy
      • 2017 Session Two >
        • Katalin Allen
        • Victor Zhu
        • Gary Cox
        • Robin Veinotte
        • Nathan Dennison
      • 2017 Session Three >
        • Ian MacNeil and Carrie Forbes
        • John Trites
        • Teri Fearn
        • Brian Fanning
        • Anas Aman
      • 2017 Session Four >
        • Victoria Mcintosh
        • John Robertson
        • Emily Hemlow
        • Jordan Kyriakidis
        • Patrick Rogers
    • 2016 Program >
      • 2016 Keynotes >
        • Jennifer Gillivan - Opening Keynote
        • Perry Monaco - Lunch Keynote
      • 2016 Session One >
        • Ian MacVicar
        • Natalie Doyle Oldfield
        • Victor Zhu
        • Grant Sullivan and Greg Foran
      • 2016 Session Two >
        • Livia Botyanszki Boss
        • Ron RIchard
        • Patricia Uptegrove
        • Dale Kehler and Lynn Clark
      • 2016 Session Three >
        • Catherine Vardy
        • Devin Cameron and Melissa Reid
        • Steve Caseley
        • Victoria McIntosh 2016
      • 2016 Session Four >
        • Louise Harris
        • Mike Frenette
        • Stephen Doiron
        • Tim Pratt
    • 2015 Program >
      • 2015 Session One
      • 2015 Session Two
      • 2015 Session Three
      • 2015 Session Four
    • 2014 Presentations
    • 2013 Presentations
    • 2013 Workshops
    • 2012 Presentations
    • 2012 Workshops
    • 2011 Presentations
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Carlo Carandang

Building Data Science Capacity at Your New Job as an Enterprise Data Scientist

​Presentation Synopsis:  So you got a job as a data scientist at a large organization. But most data scientists work solo, and many organizations are just beginning their AI journey. So how do you build data science capacity? We all know how this ends up- you were hired to build data science capacity in your department, but you are not given well defined business use cases to solve, so you end up building AI prototypes in search of a business problem. And being one of the few data scientists in your whole organization, they assume you can just utilize their antiquated analytics stack, and you find out quickly your prototypes don’t leave your desktop, as there is no way to deploy your ML models at scale.​
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​​Speaker Biography:  Carlo is a data scientist and the AI/ML Technical Lead of the Artificial Intelligence Centre of Excellence at the Canada Revenue Agency, where he guides and supports AI projects at Enterprise with AI governance, MLOps/ModelOps frameworks, data science best practices, and a data science service delivery model. Ultimately, Carlo is helping the Agency implement data science and Big Data technologies into a large government enterprise IT system. As the Technical Lead for the Enterprise AI/ML platform, he supports approximately 300 data scientists in an Enterprise organization with over 55,000 employees, ultimately serving all Canadians. Carlo has over 20 years experience as a researcher (clinical and data science), and has multiple publications, grants and presentations in the areas of data science, AI, psychiatry, and government.​​
 Partner Associations Include:
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2023
  • Home
  • Registration
  • Program
    • 2023 Session One >
      • Employer Panel
      • Juliet Turpin
      • Ross Saunders
      • Chris Keevill
      • Natalie Ripp
    • 2023 Session Two >
      • Women in Technology Panel
      • Susan Power
      • Robert Newcombe
      • Greg Kirczenow
      • Zafar Muhammad
    • 2023 Session Three >
      • Agile Panel
      • Carlo Carandang
      • Graham MacDougall
      • Jessica Reid
      • Angela Arsenault
  • Keynote - Shawn Kanungo
  • Sponsor
  • About Us
    • About Us
    • Contact Us
    • PDS Committee
  • Previous Events
    • 2019 Program >
      • Opening Address - Chris Crowell
      • Mike Lipkin - Keynote
      • 2019 Session One >
        • Precious Williams
        • 2019 Robert Newcombe
        • Martin Davis
        • Women in IT Mini-Panel
        • Dawson Mossman
      • 2019 Session Two >
        • 2019 Susan Power
        • Doug Denny
        • Karla Pooley
        • Blockchain Mini Panel
        • Thomas Ley
      • 2019 Session Three >
        • Tracy Zwicker-Forbes
        • James Slupsky
        • Kim Scaravelli
        • Nachiket Parab
        • Chris Mitchell
    • 2018 Program >
      • Jim Harris Morning Keynote Speaker
      • Jim Harris Lunch Keynote Speaker
      • 2018 Session One >
        • Jean-Claude Beaudry
        • John Robertson
        • Chris Fullerton
        • Bill Carroll
        • Ian Ghent
      • 2018 Session Two >
        • Danielle Comeau
        • Stephen Smith
        • Martha Wenc
        • Andrew Pery
        • Mini-panel - Evolution of Technology
      • 2018 Session Three >
        • Charles Villanyi Bokor
        • Melanie Gallant
        • Mini-panel PM Stories
        • Tim Dickinson
        • James Slupsky
      • 2018 Session Four >
        • Perry McLeod
        • John Buckley
        • Emad Rizkalla
        • Michelle Murray
    • 2017 Program >
      • Ted Graham Keynote Speaker
      • 2017 Executive Panel >
        • Fawn Annan - Moderator
        • Peter Burns
        • Sandra Cascadden
        • Roman Coba
        • Spiro Bokolas
        • Jeremy Wubs
      • 2017 Session One >
        • Dianne Gaudet
        • Kevin Schwenker
        • Brenda Fay
        • Matthew Leach
        • Jeremy McCurdy
      • 2017 Session Two >
        • Katalin Allen
        • Victor Zhu
        • Gary Cox
        • Robin Veinotte
        • Nathan Dennison
      • 2017 Session Three >
        • Ian MacNeil and Carrie Forbes
        • John Trites
        • Teri Fearn
        • Brian Fanning
        • Anas Aman
      • 2017 Session Four >
        • Victoria Mcintosh
        • John Robertson
        • Emily Hemlow
        • Jordan Kyriakidis
        • Patrick Rogers
    • 2016 Program >
      • 2016 Keynotes >
        • Jennifer Gillivan - Opening Keynote
        • Perry Monaco - Lunch Keynote
      • 2016 Session One >
        • Ian MacVicar
        • Natalie Doyle Oldfield
        • Victor Zhu
        • Grant Sullivan and Greg Foran
      • 2016 Session Two >
        • Livia Botyanszki Boss
        • Ron RIchard
        • Patricia Uptegrove
        • Dale Kehler and Lynn Clark
      • 2016 Session Three >
        • Catherine Vardy
        • Devin Cameron and Melissa Reid
        • Steve Caseley
        • Victoria McIntosh 2016
      • 2016 Session Four >
        • Louise Harris
        • Mike Frenette
        • Stephen Doiron
        • Tim Pratt
    • 2015 Program >
      • 2015 Session One
      • 2015 Session Two
      • 2015 Session Three
      • 2015 Session Four
    • 2014 Presentations
    • 2013 Presentations
    • 2013 Workshops
    • 2012 Presentations
    • 2012 Workshops
    • 2011 Presentations