Freelancer profile translated to English.
Back to original languageAbout Louis
👋 Hello, I'm Louis!
What motivates me above all is to follow my passion. My interest in data comes from the diversity of tasks and skills combined in the same profession, which requires expertise in mathematics, computer science, and business intelligence.
The 3 results I am most proud of:
1/Design and development of the web application PRATICAdr for a research project with the Montreal University Institute of Mental Health. The web application integrates a return-to-work program (rehabilitation) following a common mental disorder. This web application is currently being tested in 5 hospitals in Quebec.
2/AI Instructor and trainer for 3 years, I have accompanied more than 70 students in the completion of their data science program through 9 practical projects.
3/I developed a course titled "Applied Machine Learning with Python" (80 hours/year) for a specialized AI school in Montreal.
👨💻 My tools:
- Machine Learning: Pytorch, TensorFlow, PySpark, Pandas, Numpy, Scikit-learn, NLTK, Hugging Face, spaCy.
- MLOps: Airflow, MLFlow, Docker, CI/CD (Jenkins, Github Actions).
- Programming: Django, FastAPI, Flask, HTML5/CSS3,/JavaScript, SQL, DAX, Excel/VBA.
- Data Analysis: Databricks, BigQuery, Google Analytics, Adobe Analytics.
- Business Intelligence: PowerBI, Tableau, SAP BusinessObjects, Google Data Studio, Dash.
- Other: Visual Studio, Git/Github/Bitbucket, JIRA/Confluence, Agile methodology (Scrum, Kanban).
📜 Certifications:
- Databricks - Professional Data Engineer
- Google - Professional Data Engineer
- Google - Professional Machine Learning Engineer
- DeepLearning.AI - NLP Specialization
- Google - TensorFlow Developer
The daily rate is for indication, depending on the mission (duration, expertise, recurrence).
References in my CV or upon request
French
Native or bilingual
English
Fluent
Spanish
Native or bilingual
Italian
Native or bilingual
Remote only
Primarily works remotely
Experience
- Radio CanadaSenior Data ScientistPRESS AND MEDIAAugust 2021 - Today (4 years and 10 months)Montréal, Canada
- COLLÈGE DE BOIS-DE-BOULOGNEMachine Learning Course Developer & InstructorEDUCATION AND E-LEARNINGMarch 2021 - April 2024 (3 years and 1 month)Montreal, QC, CanadaDeveloped materials to help students to utilize AI & deep learning at scale.- Created Applied Machine Learning with Python course (80 hours/year).- Helped 40 students to finalize Data Science program through 9 projects.
- OpenClassroomsData Scientist & Machine Learning Engineer Mentor [Consultant]EDUCATION AND E-LEARNINGMarch 2021 - Today (5 years and 3 months)Supervision and evaluation of students/professionals following RNCP formations (master's degree) certified by CentraleSupélec :- Data Scientist- Machine Learning Engineer- Data Analyst
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Education
- Master II, Applied Mathematics and Computer Science for Social Sciences (MIASHS)Université Paul Valéry - Montpellier 3Master II, Mathématiques et informatique appliquées aux sciences humaines et sociales (MIASHS)
Certifications
- Professional Data EngineerGoogle2021
- Professional Machine Learning EngineerGoogle2021