About Alexandre
French
Native or bilingual
English
Fluent
German
Fluent
Experience
- FreelanceFreelance-Data ScienceMarch 2021 - Today (5 years and 3 months)Paris, FranceData science and Machine Learning➢ Creation of an API generating metadata and SEO texts for a real estate company➢ Writing a report for the government on an alternative energy source (statistical study, data forecasting)➢ Development of a patented Deep Learning model to predict clothing size (client: startup)➢ Creation of a bicycle rental optimization algorithm for the Department➢ Development of an application for a health startup that detects falls in the elderly (Machine Learning)➢ Development of a data visualization tool (Django and HTML/CSS) involving data analysis at Schneider
- FreyGenAI and RAG DeveloperREAL ESTATEOctober 2024 - Today (1 year and 7 months)Paris, FranceDevelopment and deployment of a local RAG AI assistant.Development of a web application for scraping data from various real estate specialized websites and LinkedIn for competitive intelligence and to feed the RAG.Optimization of all parameters:➢ Document parsing (PyMuPDF, Azure Doc Intelligence etc.)➢ Document chunking (Recursive, LLM-based etc.)➢ Embeddings models (ada002, 003 etc.)➢ Retrieval (Hybrid search, Reranking, GraphRAG etc.)➢ Generative LLM models (GPT, Mistral, Llama etc.)
- Schneider ElectricLLM and machine learning for trend analysisENERGY AND UTILITIESMay 2024 - August 2024 (4 months)Development of a machine learning model in the form of an AI Agent to analyze consumption data and identify trends.Implementation of a RAG coupled with Agentic AI for a complete and pleasant user experience.All within Docker.
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Education
- Computer Engineering applied to FinanceENSIMAG20251er école d'ingénieur en informatique en France ( Classement l'étudiant et Figaro )
- Preparatory classes for Grandes Écoles (CPGE), Mathematics and Computer ScienceCollège Stanislas Paris2023Classes préparatoires aux grandes écoles (CPGE), Mathématiques et informatique