mehdi-elion/mapie

A scikit-learn-compatible module for estimating prediction intervals.

Hi there 👋

Data Scientist / ML Engineer

• 💬 Passionate, always curious !
• 😄 Solving real-life problems with Applied Mathematics & ML/DL (CV, NLP)
• 🔭 Topics of interest (non exhaustive):
  • Interpretability & Uncertainty Estimation methods for Deep Learning models
  • Vision Transformers
  • (Large) Language Models
  • Self-supervised Learning Learning
  • NN Compression for efficient inference (e.g. quantization, pruning)
  • vLLM, TGI, TEI, ONNX, TensorRT, etc...
• 🌱 Digging deeper into Cloud computing & Edge Devices (e.g. Jetson, Raspberry Pi)
• ✉️ Contact me: Mehdi Elion