Freelancer profile translated to English.
Back to original languageAbout Alexandre
French
Native or bilingual
English
Fluent
Can work on-site
Paris (up to 50km)
Experience
- Aubay Recherche et DéveloppementR&D of Knowledge Unlearning on LLMs (AI)February 2025 - August 2025 (6 months)Boulogne-Billancourt, France
- Design and implementation of unlearning pipelines for LLMs (e.g., ECO, prompt corruption methods) in Python
- Design of an intelligent filtering system (Prompt Filtering Agent) to detect and moderate outputs to be forgotten
- Integration of automated evaluation mechanisms (ROUGE-L, Truth Ratio, KS-test) to measure unlearning effectiveness
- Setup of benchmark workflows to compare different unlearning strategies (quality, robustness, effective forgetting)
- Orchestration of LLM inference via Hugging Face / LlamaCpp, with prompt management and response aggregation
- Deployment of a containerized Flask Application (Docker) to expose the filtering system
Structuring of technical documentation and- Presentation of results to technical teams
- APHP BichatEnd of Studies Project in CompanyJanuary 2024 - January 2025 (1 year)Paris, France
- Installation of 360° cameras in operating rooms
- Development of a stitching server in Python
- Vie AssociativeInternal Life Manager and Secretary GeneralJanuary 2024 - January 2025 (1 year)Le Kremlin-Bicêtre, France
- Organization and management of schedules, staff, and meetings
- Responsible for good communication and relationships within the group
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Education
- Preparatory cycle and Engineering cycleEPITA Engineering School2026Cycle préparatoire et Cycle Ingénieur
- San Francisco State University2022