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Badr KebritBK

Badr Kebrit

Data Scientist | GenAI NLP LLM VLM Computer Vision

€500/day
Paris, FR
0-2 years

Average response time: 1 hour

About Badr

Data Scientist & ML Engineer passionné par l’IA générative, le NLP et la vision par ordinateur. Fort de 2 ans d’expérience à l’INA sur des projets de détection, classification, segmentation thématique et génération de contenu, je maîtrise les dernières technologies en LLM, VLM, fine-tuning et RAG. J’ai également développé un projet personnel d’application web de génération d’images personnalisées et remporté un hackathon mondial de robotique parmi 3000 participants. Polyvalent et rigoureux, je m’adapte rapidement aux besoins métiers pour délivrer des solutions innovantes et opérationnelles. Disponible pour des missions freelance à Paris ou full remote.
  • French

    Native or bilingual

  • English

    Fluent

Can work on-site
Paris (up to 50km)

Experience

  • LittleBigCode
    Data Scientist / ML Engineer in Research Team
    FILM AND AV
    October 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.
    Computer Vision Airflow Python (Programming Language) LLM NLP
  • Corporama
    ML Intern
    PRESS AND MEDIA
    April 2023 - September 2023 (5 months)
    Paris, France
    Event 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.
    LLM Docker NLP Pytorch Python
  • INRAE
    Research Intern
    AGRICULTURE
    October 2022 - March 2023 (5 months)
    Rennes, France
    Adapted a ResNet model to handle multi-view images of plants for improved disease classification
    Computer Vision Pytorch Python (Programming Language)

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Education

  • Engineer Degree
    ENSAI
    2023
    Data Science & Artificial Intelligence
  • CPGE MPSI/MP
    Lycée Carnot
    2022
    Classe préparatoire aux grandes écoles d'ingénieur - spécialité Mathématiques

Skill set

Categories