Currently a Master's student in Data Science at HEC Montréal, I am working on a thesis on business applications of open source Large Langage Models. I am keen to leverage this expertise by collaborating with a company to develop and implement AI solutions through a MITACS partnership as a part of my thesis. I am also open to internships and full time position.

Download CV here

Curriculum Vitae

Education

<aside> 🎓 Bachelor in Business Administration - Business Intelligence major

HEC Montréal | 2018 - 2022

Bilingual cursus - Global GPA : 3.26/4.3 - Business Intelligence GPA : 3.48/4.3 </aside>

<aside> 🎓 Msc in Data Science

HEC Montréal | 2023 -2024 (ongoing)

THESIS (*ongoing) : “*The impacts and limitations of LLMs on Business Processes”. Co-directed by Gilles Caporossi & Ekaterina Turkina
COURSES : Machine Learning I (Python), Statistical Modeling (R), Statistical Learning (R), Complex Network Analysis (Python), Fundamentals of Optimization, Implementation of Business optimization models
ASSOCIATION: AI consulting mandate as part of a collaboration between CITHEC and MOOV.AI. Team leader. Development of a drawing classification model (CNN) and creation of a multi-level training course on AI. </aside>

Experience

<aside> 💼 Business Development internship

3DSémantix (Geometric search software startup) - 2022

Restructuration and design of the website, traffic analysis
Production of competitive research report
Creation of marketing content for every products </aside>

<aside> 💼 BI Developer

Kruger Inc. (Paper manufacturing, fiber recycling, and renewable energy production) - 2023

Development of a whole BI project : Database creation, Data cleaning and integration (ETL process), Dashboard creation, and Data anlaysis
Production of a Python script sending alerts for missing production data reporting
Creation of data automatized pipeline with SSIS, SQL, Python and PowerBi </aside>

<aside> 💼 Applied Mathematician in Data Science

Hydro-Québec - 2024 (Ongoing) - Production, transmission, and distribution of electricity

Manipulation of fault tree data for risk analysis purposes
Creation of a fault tree data converter to XML format for software importation purpose
Creation of a classification model to differentiate between isolated interruptions and common causes of network failure
Free text analysis with an LLM to complete this classification model </aside>