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Yohangala/README.md

Hi πŸ‘‹, I'm Yohan Gala

ML Researcher β€’ NLP β€’ Computer Vision β€’ Healthcare AI


🧠 About Me

πŸŽ“ Computer Engineering β€” K. J. Somaiya Institute of Technology, Sion, Mumbai πŸ”¬ 4 peer-reviewed publications β€” IEEE Xplore, international journals & conferences πŸ€– Building ML systems in NLP, Computer Vision & Healthcare AI πŸ“Š Ensemble learning, transformer fine-tuning, multilingual NLP 🌍 Passionate about research-driven solutions to real-world problems

πŸ“§ Email β†’ yohangala2004@gmail.com


πŸ“„ Published Research

🫁 Lung Cancer Prediction using Ensemble ML

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

IEEE GitHub


🧡 Fabric Defect Detection

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


🌾 Wheat Disease Detection

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


πŸ—žοΈ Multilingual News Classification

Smart Systems for Sustainable Development Β· Apr 2026 βœ” 4 Indian languages β€” English, Hindi, Gujarati, Marathi βœ” MuRIL, DistilBERT & IndicBERT fine-tuning

GitHub


πŸš€ Projects

⚑ Electricity Analytics Dashboard

βœ” Power consumption trend analysis βœ” Anomaly detection & forecasting βœ” Interactive Streamlit dashboard


πŸ“± Social Media Analytics

βœ” Engagement metrics pipeline βœ” Sentiment analysis & trend tracking


🌍 Global Sales Analytics

βœ” Multi-region sales forecasting βœ” Data visualization & reporting


πŸ‘¨β€πŸ« Teacher Management App

βœ” Firebase-backed CRUD application βœ” Institutional record management system


⚑ Tech Stack

πŸ€– AI / Machine Learning

Python PyTorch scikit-learn XGBoost HuggingFace OpenCV

πŸ“Š Data Science

Pandas NumPy Streamlit Jupyter

πŸ› οΈ Tools & Dev

Git Firebase Linux


🌐 Connect With Me


πŸ† GitHub Trophies


πŸ“Š GitHub Stats


πŸ”₯ GitHub Streak


πŸ’» Most Used Languages


🐍 Contribution Snake


πŸ‘€ Profile Views


⭐ From Yohan Gala β€” 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 β€” 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 β€” Prophet forecasting, Isolation Forest anomaly detection, and AI-powered insights. Python Β· MySQL Β· Pandas Β· 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.