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nancyboukamel-ds/README.md

Nancy Bou Kamel AI Engineer M.Sc. Data Science · Thesis GPA: 1.0 · Berlin

I build production AI systems that run reliably and fail loudly.

Currently: Research Assistant at RC Trust (ASR fine-tuning, 35% WER improvement)

What I ship: → Agentic pipelines (LangGraph, CrewAI, n8n) → RAG systems with hybrid search and eval frameworks → FastAPI backends with typed contracts and audit logging → Full-stack tools (React, TypeScript) alongside the AI layer

🌍 Berlin, Germany · English C1 · German B2 · Arabic Native 📩 nancyboukamel12@gmail.com · LinkedIn · GitHub

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  1. Vector_db_RAG Vector_db_RAG Public

    A scalable RAG system built with Python, Flask, and FAISS that uses a retrieval model and a generative model to provide fact-based answers, optimized with GPU acceleration for efficient vector sear…

    Jupyter Notebook 1

  2. Berlin-Traffic-Jam-Detection Berlin-Traffic-Jam-Detection Public

    This project detects traffic jams in Berlin using real-time sensor data. It employs anomaly detection techniques like autoencoders and IQR to identify traffic congestion across segments and time in…

    Jupyter Notebook 1

  3. TennisEye TennisEye Public

    An advanced analytical platform that utilizes computer vision to study ball dynamics and player interactions, providing deep insights for enhanced game performance.

    Jupyter Notebook 1

  4. restaurant_finder restaurant_finder Public

    Responsive website for searching for nearest restaurant and filtering by cuisine and minimum rate

    TypeScript