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Achievement: Starstruck

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HanaFEKI/README.md

Hi, I'm Hana Feki

Coding at night

About Me

MVA (Mathematics, Vision, Learning) Master's student at ENS Paris-Saclay

Final-year Data Science Engineering student at ENSTA Paris

Computer Vision Research Intern at Dassault Systèmes

Former Research Intern at Mines Paris PSL, working on deep learning and foundation models for computational pathology

1st Place Worldwide at MICCAI MIDOG 2025 Challenge

Tech Stack

Programming Languages

Python C++ C SQL R

Deep Learning & AI

PyTorch PyTorch Lightning TensorFlow Keras MONAI Hugging Face Transformers

Large Language Models & GenAI

LangChain FastAPI OpenAI LlamaIndex RAG Vector Databases

Foundation Models & Representation Learning

Vision Transformers Vision-Language Models Foundation Models Representation Learning Self-Supervised Learning Contrastive Learning Transfer Learning

Computer Vision & Medical Imaging

OpenCV YOLO Object Detection Segmentation 3D Vision Medical Imaging Histopathology MRI CT Image Processing

Data Science

Pandas NumPy Scikit-learn Matplotlib Seaborn Plotly Streamlit

MLOps, Training & Infrastructure

Hydra MLflow Weights & Biases CUDA GPU Optimization Mixed Precision Distributed Training HPC SLURM ONNX

Development Tools

Git GitHub GitHub Actions Docker Linux VS Code Jupyter LaTeX

Connect with Me

LinkedIn

Email

Thanks for stopping by! Feel free to explore my repositories or reach out for collaborations in AI, LLMs and Computer Vision.

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  1. Histopathology_foundation_models Histopathology_foundation_models Public

    A curated and practical guide to foundation models in computational pathology. This repo brings together key architectures, learning techniques, and PyTorch implementations, all in one place, to he…

    Python 15 1

  2. Chatchouta-Mental-Health-Chatbot Chatchouta-Mental-Health-Chatbot Public

    Production-ready mental health conversational AI featuring an advanced RAG pipeline, multi-model embedding ensemble, cross-encoder reranking, and multi-tier safety guardrails.

    Python

  3. AI_BasketBall_Analysis_v1 AI_BasketBall_Analysis_v1 Public

    The system detects players and the ball with YOLO, assigns teams via zero-shot jersey classification, tracks ball possession, maps court keypoints, transforms the view to top-down, and calculates p…

    Python 72 17

  4. Silver_Medal-Clinical_reasoning_challenge Silver_Medal-Clinical_reasoning_challenge Public

    NLP solution for the Zindi challenge predicting clinician responses to real Kenyan healthcare vignettes. Fine-tuned a bart-large model under strict resource limits, achieving a Silver medal (rank 6…

    Jupyter Notebook 1

  5. ConvNeXt-with-Histopathology-Specific-Augmentations-for-Mitotic-Figure-Classification ConvNeXt-with-Histopathology-Specific-Augmentations-for-Mitotic-Figure-Classification Public

    Lightweight ConvNeXt-based solution for distinguishing atypical vs. normal mitotic figures in histopathology. Trained on multi-domain datasets (AMi-Br, AtNorM, OMG-Octo) with stain-aware augmentati…

    Python

  6. 3D-MRI-Brain-Tumor-Segmentation 3D-MRI-Brain-Tumor-Segmentation Public

    3D U-Net for brain tumor segmentation on BraTS 2020 (.nii) data, adapted for interactive use with .npy files via a pre-trained model and Gradio interface. Includes preprocessing and custom architec…

    Jupyter Notebook 2 1