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Yohangala/README.md

Hi 👋, I'm Yohan Gala

ML Researcher • NLP • Computer Vision • Healthcare AI


🧠 About Me

🎓 Computer Engineering — K. J. Somaiya Institute of Technology, Sion, Mumbai 🔬 4 peer-reviewed publications — IEEE Xplore, international journals & conferences 🤖 Building ML systems in NLP, Computer Vision & Healthcare AI 📊 Ensemble learning, transformer fine-tuning, multilingual NLP 🌍 Passionate about research-driven solutions to real-world problems

📧 Email → yohangala2004@gmail.com


📄 Published Research

🫁 Lung Cancer Prediction using Ensemble ML

IEEE Xplore · INDIACom 2025 · Mar 2025 ✔ 10-classifier ensemble with ADASYN oversampling ✔ XGBoost achieves 96.64% accuracy ✔ Published on IEEE Xplore

IEEE GitHub


🧵 Fabric Defect Detection

Cuestiones de FISIOTERAPIA · Feb 2025 ✔ Automated visual inspection for textile quality control ✔ Deep learning-based defect localization pipeline


🌾 Wheat Disease Detection

ICETS 2025 · Jun 2025 ✔ Early-stage disease identification from leaf images ✔ Deep learning classification pipeline


🗞️ Multilingual News Classification

Smart Systems for Sustainable Development · Apr 2026 ✔ 4 Indian languages — English, Hindi, Gujarati, Marathi ✔ MuRIL, DistilBERT & IndicBERT fine-tuning

GitHub


🚀 Projects

⚡ Electricity Analytics Dashboard

✔ Power consumption trend analysis ✔ Anomaly detection & forecasting ✔ Interactive Streamlit dashboard


📱 Social Media Analytics

✔ Engagement metrics pipeline ✔ Sentiment analysis & trend tracking


🌍 Global Sales Analytics

✔ Multi-region sales forecasting ✔ Data visualization & reporting


👨‍🏫 Teacher Management App

✔ Firebase-backed CRUD application ✔ Institutional record management system


⚡ Tech Stack

🤖 AI / Machine Learning

Python PyTorch scikit-learn XGBoost HuggingFace OpenCV

📊 Data Science

Pandas NumPy Streamlit Jupyter

🛠️ Tools & Dev

Git Firebase Linux


🌐 Connect With Me


🏆 GitHub Trophies


📊 GitHub Stats


🔥 GitHub Streak


💻 Most Used Languages


🐍 Contribution Snake


👀 Profile Views


⭐ From Yohan Gala — Research-Driven ML Engineering

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  1. Fabric_Defect_Detection Fabric_Defect_Detection Public

    Fabric defect detection using Swin Transformer, Faster R-CNN & EfficientNet on the TILDA textile dataset.

    Jupyter Notebook

  2. Fingerprint-based-Blood-Group-Detection Fingerprint-based-Blood-Group-Detection Public

    Blood group prediction from fingerprint images using fine-tuned ResNet-152 with oversampling — Flask web app.

    Jupyter Notebook

  3. Food-Pantry Food-Pantry Public

    Full-stack food donation platform connecting donors with NGOs. PHP + MySQL backend with donor/NGO portals, donation tracking, and analytics roadmap.

    PHP

  4. Lung_Cancer Lung_Cancer Public

    🫁 Lung Cancer Risk Prediction using 10 Machine Learning models. Achieved 96.64% accuracy with XGBoost. Presented at INDIACom 2025.

    Jupyter Notebook

  5. electricity-dashboard electricity-dashboard Public

    Interactive Streamlit dashboard for electricity billing analytics — Prophet forecasting, Isolation Forest anomaly detection, and AI-powered insights. Python · MySQL · Pandas · Scikit-learn

    Python

  6. multilingual-news-classification multilingual-news-classification Public

    News headline classification in English, Hindi, Gujarati & Marathi using MuRIL, DistilBERT & stacking ensemble. Published at Smart Systems 2026.