DATA SCIENTIST / PHD IN COMPUTER SCIENCE
Machine learning for search, risk and language.
I build ML systems at Cdiscount: search relevance, fraud detection and credit scoring. Formerly NLP and information retrieval researcher at IRIT.
I build ML systems at Cdiscount: search relevance, fraud detection and credit scoring. Formerly NLP and information retrieval researcher at IRIT.
Two domains: Risk & Fintech (fraud detection, credit scoring with gradient boosting, drift monitoring) and Search & Discovery (product ranking relevance, production operations).
Neural models for image and text understanding, OCR and NLP pipelines, deployed on AWS.
Neural information retrieval enhanced with semantic resources (WordNet, DBpedia, UMLS). Taught Python, algorithms, C, SQL and web programming.
Twitter-based expert recommendation system: data collection, user profiling, clustering, crowdsourced validation.
University of Toulouse III, Paul Sabatier. 2018.
With L. Tamine, L. Soulier, N. Souf.
With L. Tamine, L. Soulier, N. Souf.
Landscape photography is how I spend time away from screens. A few favorites below, more on Flickr.
