BINDZI Kewin
Toulouse
Summary
As a recent French graduate with a strong background in machine learning and NLP, I’m eager to contribute to cutting-edge research on LLMs. Mistral’s high-performance models and collaborative culture deeply resonate with me. I'm excited to help improve model performance, explore applications like reasoning and RAG, and support tooling for data workflows. I'm proficient in Python, experienced with PyTorch, and have a basic grasp of JAX.
Overview
2
2
years of professional experience
Work History
Creation of an AI Assistant Based on Mistral
LookUp Space
03.2025 - 09.2025
- Creating an AI assistant capable of utilizing tools from Synapse, a Web Application that gives information about Space Objects from scratch by automatically making API calls.
- Implementation of a multi-agentic workflow with Mistral's open sourced LLMs.
- Prompt Engineering, RAG, MCP, and fine-tuning were explored.
Machine Learning Research Internship
CVUT University
05.2024 - 08.2024
- Research topic: Precipitation Forecasting by Machine Learning.
- Using advanced machine learning techniques, including regression algorithms and neural networks to study the possibility of rainbow forecasting with a univariate time series dataset.
Project Management Support
LFB Biomanufacturing
11.2023 - 12.2023
- This experience strengthened my ability to analyze and improve organizational workflows within a structured industrial environment. I gained valuable insights into PMO governance, enhanced my project management skills, and learned to communicate effectively with cross-functional teams. It also developed my autonomy, adaptability, and structured problem-solving approach.
Education
Engineering Diploma - Data Science & Artificial Intelligence
IMT Mines Alès
Alès09-2025
No Degree - Preparatory Classes For The French Grandes Écoles
La Martinière Monplaisir
Lyon01-2022
Skills
- Python libraries: NumPy, Pandas, SciPy, Scikit-learn, TensorFlow, PyTorch
- Languages: French (native), English (C1)
- NLP: Fine-tuning, prompt engineering; solid theoretical understanding of tokenization, embeddings, and attention mechanisms
- Soft skills: Strong communication skills, teamwork-oriented, patient and autonomous
- Tools: Git, VS Code, Jupyter Notebooks
Timeline
Creation of an AI Assistant Based on Mistral
LookUp Space
03.2025 - 09.2025
Machine Learning Research Internship
CVUT University
05.2024 - 08.2024
Project Management Support
LFB Biomanufacturing
11.2023 - 12.2023
Engineering Diploma - Data Science & Artificial Intelligence
IMT Mines Alès
No Degree - Preparatory Classes For The French Grandes Écoles
La Martinière Monplaisir
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