CV

My CV

Basics

Name Florian Bastin
Label Gen AI Engineer
Email bastinflorian1@gmail.com
Phone (+33) 6 37 51 96 84
Url https://github.com/BastinFlorian
Summary I am a Gen AI Engineer with expertise in Machine Learning, Deep Learning, and Generative AI. I have developed robust data architectures, pipelines, and Gen AI use cases for various clients, and I teach Generative AI & GCP Cloud at Dauphine Tunis University.

Work

  • 2024.03 - Present
    Gen AI Engineer
    SXXX x Octo Technology
    XXXX
    • Fine-tuning embedding and model solutions with Hugging Face and GCP
    • Agile 'Keep or Kill' decision process for production solutions
  • 2023.11 - 2024.02
    Gen AI Engineer
    Pernod Ricard @ Octo Technology
    Developed a production-ready Teams chatbot using GPT 3.5 Turbo LLM and RAG techniques.
    • Reduced Level 1 Human resources and IT support tickets by 45%
  • 2023.06 - 2023.11
    Deep Learning Engineer
    Chanel @ Octo Technology
    Developed a custom Face Landmarks detection TensorFlow model for automatic makeup in iOS/Android apps.
    • Used HAGRID dataset, Google Mediapipe, TF Lite, and CoreML for edge model creation
  • 2023.01 - 2023.06
    Gen AI Researcher
    Octo Technology
    Developed Generative AI POCs and won 2 hackathons with Google GCP using Mistral LLM and PALM.
    • R&D on Multimodal and LangChain best practices
    • Published blog posts on Octo's blog
  • 2022.09 - 2023.01
    Data Engineer
    Casino @ Octo Technology
    Built a GCP architecture using DataFlow and Apache Beam to speed up event processing.
    • Presented solution at the Apache Beam 2023 conference in New York
  • 2018.11 - 2022.08
    Tech Lead Data
    Le Monde @ Octo Technology
    Built 7 production-ready solutions for news recommendations and user segmentation.
    • Developed scalable Data Architecture using GCP tools
  • 2018.01 - 2018.11
    NLP Research Scientist
    Lili.ai
    Developed unsupervised NLP techniques to detect topics in large industrial documents.
    • Used Spacy, NLTK, and transformers in Python

Education

  • 2018.01 - 2018.12

    Paris, France

    Master 2
    Ecole Normale Supérieure (ENS) - PSL, Saclay
    Artificial Intelligence
    • AI Research
  • 2013.01 - 2017.12

    Paris, France

    Licence - Master 1
    Paris Dauphine University
    Mathematics, Statistics

Certificates

Skills

Programming Languages
Python
TensorFlow
PyTorch
Git
Docker
Cloud Services (GCP, Azure, AWS)
SQL
Languages
French (Native)
English (Fluent)
Spanish (Advanced)

Awards

Publications

Projects