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Yousef-Shihade/README.md

I'm Yousef 👋

🎓 Final-year B.Sc. Data Science student at the University of Haifa, currently interning at BellBoy Robotics working on automated visual inspection using Computer Vision and Vision-Language AI systems. I'm particularly drawn to Machine Learning, Computer Vision, and Data Engineering. 🔍 I enjoy building end-to-end pipelines and diving deep into complex problems, continuously learning to stay at the forefront of the field.

🛠 Coding Languages & Tools

Python R Java C C++ MATLAB Bash

PyTorch AWS Tableau Gephi Git

🔗 Connect With Me

LinkedIn Letterboxd

🎯 Hobbies & Interests

🎮 Gaming  •  🎬 Movies  •  ⚽ Football  •  🥊 MMA  •  🏎 F1  •  🏋️ Gym

📊 GitHub Stats (click to expand)

Yousef's GitHub stats

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  1. predicting-bagrut-success predicting-bagrut-success Public

    An end-to-end data science pipeline predicting Israeli high-school matriculation (Bagrut) success from municipal socioeconomic status and school-level institutional resources — spanning three real-…

    Python

  2. ReSearchRAG ReSearchRAG Public

    University RAG project: Streamlit-based assistant for grounded Q&A and paper comparison over an indexed research library and uploaded PDFs/TXT, using FAISS + sentence-transformer embeddings, multi-…

    Python

  3. FrozenFlow FrozenFlow Public

    Computer vision project — University of Haifa. Reproducible classification baselines (linear probe + image-derived prototypes) on frozen ResNet-18/DINOv2 features, evaluated on DTD and FGVC-Aircraft.

    Jupyter Notebook

  4. twitter-sentiment-analysis twitter-sentiment-analysis Public

    Binary sentiment classification of ~80K tweets using Logistic Regression, TF-IDF, bigrams, and VADER — an end-to-end NLP pipeline with EDA, feature engineering, and model comparison.

    Jupyter Notebook

  5. Information-Retrieval-Course-Tasks Information-Retrieval-Course-Tasks Public

    Collection of Information Retrieval course projects, including OCR-robust retrieval, similarity measures, and indexing techniques.

    Jupyter Notebook

  6. The-Modern-Game The-Modern-Game Public

    30 years of European football (59,079 matches, big 5 leagues, 1993–2025): more goals, fewer draws, and how refereeing changed in the VAR era. Data Visualization course project - Python/pandas + Tab…

    Python