About Jeremy
French
Native or bilingual
English
Native or bilingual
German
Fluent
Remote only
Primarily works remotely
Experience
- Harvard Medical SchoolMachine Learning Research InternRESEARCHMarch 2026 - Today (4 months)Boston, United States
- Working on applied machine learning projects at the intersection of computer vision, medical imaging and large language models.
- Built the CT-imaging pipeline for a deep survival analysis project, using frozen ViT backbones such as DINOv2 / Rad-DINO and reproducible evaluation metrics including Harrell C-index, Uno C-index and Integrated Brier Score.
- Developed a bootstrap-based confidence interval pipeline to evaluate survival models more robustly across medical imaging datasets.
- Contributed to a NeurIPS 2026 submission on adaptive classifier-free guidance for diffusion models, including qualitative analysis and result interpretation for image generation.
- Built benchmarking infrastructure for LLM post-training methods including SFT, DPO, GRPO and PPO on Llama-3.1-8B, using TRL, DeepSpeed ZeRO-3 and multi-seed evaluation.
- Auditoo – Station FAI Engineer InternTECHJuly 2025 - December 2025 (5 months)Paris, France- Built and deployed an ASR routing pipeline combining open-source and commercial speech-to-text models, with automatic model selection based on latency, cost and transcription quality.- Designed evaluation scripts and monitoring dashboards to track WER, latency and cost across 8,000+ audio clips collected over 50 days of beta usage.- Developed an OCR-based document extraction feature to parse technical equipment labels from photos and pre-fill diagnostic fields, reducing manual data entry for field inspectors.- Integrated ML features into the production web application using Python, FastAPI, Supabase/Postgres, Docker and Render.
- FreelancePrivate TutorJanuary 2023 - January 2025 (2 years)Paris, France- Tutored high-school and preparatory-class students weekly in mathematics and physics, helping them prepare for the French Baccalauréat and competitive entrance exams.
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Education
- Programme Grande EcoleEcole Nationale des Ponts et Chaussées – Institut Polytechnique de ParisParcours Ingénierie Maths Info