Freelancer profile translated to English.
Back to original languageAbout Badr
Data Scientist & ML Engineer passionate about generative AI, NLP, and computer vision. With 2 years of experience at INA on projects involving thematic content detection, classification, segmentation, and generation, I master the latest technologies in LLM, VLM, fine-tuning, and RAG. I also developed a personal project for a custom image generation web application and won a global robotics hackathon among 3000 participants. Versatile and rigorous, I quickly adapt to business needs to deliver innovative and operational solutions. Available for freelance missions in Paris or fully remote.
French
Native or bilingual
English
Fluent
Can work on-site
Paris (up to 50km)
Experience
- LittleBigCodeData Scientist / ML Engineer in Research TeamFILM AND AVOctober 2023 - Today (2 years and 8 months)Paris, France• GenAI / NLP: Designed topic segmentation algorithm using BERT-like model; built and deployed large-scale transcription (28M+ hours) pipeline using Whisper on Airflow.• Developed a semantic search engine leveraging LLMs and embeddings over TV transcript archives; enhanced with image captioning + visual search using image encoders.• Built summarization pipeline for INA TV content using transcriptions; deployed with Airflow.• Computer Vision: Built a full pipeline for real-time stream analysis of news broadcasts: object/logo detection (YOLO), OCR, facial recognition with vector DB, face/image classification (ResNet).• Developed scene segmentation algorithms (CLIP + TransNet) to reduce compute on static frames.
- CorporamaML InternPRESS AND MEDIAApril 2023 - September 2023 (5 months)Paris, FranceEvent Detection via NER + LLM• Fine-tuned CamemBERT for Named Entity Recognition to detect companies in press articles.• Designed masked-token classification head to predict event types (layoff, M&A, etc.) from masked company names; deployed model via an internal API.
- INRAEResearch InternAGRICULTUREOctober 2022 - March 2023 (5 months)Rennes, FranceAdapted a ResNet model to handle multi-view images of plants for improved disease classification
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Education
- Engineer DegreeENSAI2023Data Science & Artificial Intelligence
- CPGE MPSI/MPLycée Carnot2022Classe préparatoire aux grandes écoles d'ingénieur - spécialité Mathématiques