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ABOUT ME

I'm a Human Centered Data Scientist

I’ve worked in academic and business settings, at times doing more right brain work (imagining concepts, designing games, writing stories and the likes) and at times performing more left brain work (analyzing data, devising research protocols, programming scripts).

Collaborating with research, product development, product design, engineering, and marketing departments encompasses the multiple sides of my personality and use my expertise at a very high level.

Specializing in

I bring together my expertise in statistical data analyses, programming (hello Machine Learning!), human factors, research and user centered methodology to help teams and companies develop products that people will use, enjoy and love!

Data Science

I analyze data using various statistical analyses (descriptive and inferential, time series, on quantitative & qualitative data). Python, R and SQL are central to my toolbox. I have working knowledge of machine learning (scikit-learn) and Big Data (Spark, PySpark)

Programming

I develop various types of interactive systems : websites (WordPress, HTML, CSS, Javascript, jQuery, ReactJS, NodeJS), custom scripts (PHP, Python), databases (MySQL, SQLite) and servers (Linux, Apache, Nginx).

Human centered

Thanks to a Ph.D. in Psychology, I have an expertise in human factors (ergonomics, psychometrics, experience design, interaction design) and research methodologies.

Education

I hold a Ph.D in General Psychology (University of Lausanne, Switzerland) where I developed novel statistical approaches for human centered research. I also hold a Master degree in Cognitive Science (from the prestigious École Polytechnique de Paris). When I was a University Professor (U of Montreal), I taught human factors (interaction & experience design), computing workshops and research methodology. I was responsible for the launch of the first Canadian university graduate program in game design.
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PROCESS

Experience

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Full Stack Developer

LudoStudio
Longueuil, QC
  • Full stack website development; WordPress, HTML, CSS, Javascript, PHP, MySQL, React, NodeJS
  • Complete management of 40+ sites (domains, DNS, cPanel, emails, etc)
  • System programming to improve companies productivity (scripts to manage / optimize parts, products, orders; development of product configurators; bridge with the automation of technical drawings (PHP / MySQL / NodeJS custom scripts), in hybrid Linux / Windows environments

Data science

Consultant (self-employed)
Longueuil, QC
  • Development of online surveys; statistical analyses
  • Questionnaires, scripts and databases programming; data analyses (descriptive, inferential, uni- and multivariate)
  • Google analytics, SEO and reports for websites.

Adjunct Professor

School of Industrial Design
U of Montreal
  • Courses and workshops teaching: Games, experiences and interactions; Psychometrics applied to design; Ph. D. seminar (research methodologies)

Designer

Games/puzzles/ Stories/books/apps
Longueuil, QC
  • Parcours & Puzzles concept (design, story, illustration, layout, edition, publishing)
  • Games/puzzles/stories/books/apps creation
  • iOS programming (iPod Touch, iPhone, iPad)
  • Business start-up; business plan, clients development
  • Logo, website, and poster design.

Data Scientist / Web Developer / Psychologist

InterQualia Inc
Montreal, QC
  • Director of operations; vice-president; technology manager
  • Designer of psychological assessment tools (assessment of non-technical skills at work)
  • Designer / programmer of web tools (interface, scripts & databases)
  • Real-time statistical analyses of individual profiles
  • Co-author of the assessment system patent (USPTO # 6,527,557; Canadian Intellectual Property
    Office # 2,321,144)

Research & Teaching Assistant

University of Geneva
Geneva, Switzerland
  • Teaching assistant for Multivariate Statistics, and Methodology and Data Analysis courses

Teaching Assistant

University of Geneva
Geneva, Switzerland
  • Teaching assistant for Learning and Computer Environment and Introduction to Computer Science in Human Sciences courses

Teaching Assistant

University of Lausanne
Lausanne, Switzerland
  • Teaching assistant for Differential Psychology course
Skills

Technical skills

R
93%
Python
85%
Machine Learning
66%
SQL
85%
Tableau
80%
Spark
60%
Projects

Portfolio