Pierre Fay
Data Analyst
Lille, Hauts-de-France
Summary
👤
Senior🎓
Top SchoolPierre Fay is a Data Analyst and PhD candidate in Finance based in Lille with 11 years of experience bridging senior backend development and quantitative finance research. He transitioned from a long career as a Magento/ PHP technical lead in retail and luxury to data science in 2018, now combining production-grade engineering (Docker, SQL, FastAPI, Dagster) with econometric and ML methods (ARIMA/VAR, GSADF, NN/LSTM). Pierre routinely builds end-to-end pipelines—crawlers/APIs, data quality checks, feature engineering and model backtests—and brings MLOps/DevOps practices (MLflow, Docker, GitHub Actions) into academic research and enterprise retail media projects. He has led international e-commerce platform launches and support teams, giving him rare operational insight into how data-driven models impact commerce flows and logistics. Curious about LLMs and open-source tooling, he experiments with Ollama and other LLM stacks alongside traditional data tooling like DuckDB and Polars. That mix of hands-on platform experience and rigorous finance research helps him turn complex datasets into actionable growth and automation levers.
11 years of coding experience
12 years of employment as a software developer
DUT , Informatique, DUT , Informatique at IUT A, Université de Lille IMaster of Science - MSc, Computer Science, Master of Science - MSc, Computer Science at SUPINFOPhd, Finance, Phd, Finance at IAE Lille
French, anglais (toeic 850), espagnol (bon niveau)
Stackoverflow
1reputation
300reached
0answers
1question
Github Skills (19)
php10
ecommerce9
magento9
adobe9
affiliates7
oauth6
symfony6
machine-learning2
payment-methods1
pix1
pytorch1
upi1
payment-service1
visa1
tarantool1
Programming languages (2)
Github contributions (5)
pierrefay/mage-code-review
Jan 2015 - Dec 2020
Contributions:15 commits, 14 pushes, 1 branch in 6 years
pierrefay/docker-apache2php7mysql
Oct 2016 - Sep 2019
Contributions:9 pushes, 1 branch in 2 years 11 months
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