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GaneshTBiradar/README.md

👋 Hello World! I'm Ganesh Biradar
🎓 M.Tech (Data Science & Analytics) | 💻 Software Developer | 🤖 Machine Learning Enthusiast

Welcome to my GitHub profile! I'm a passionate technologist with strong foundations in software development and growing expertise in data science, machine learning, and explainable AI. I enjoy solving real-world problems using clean code, data-driven insights, and scalable systems.

🧠 About Me

🎓 Master of Technology in Data Science & Analytics (Pursuing) – MIT World Peace University, Pune
🎓 Bachelor of Computer Engineering – GPA: 7.49
💼 Software Development & Web Development Intern
📊 Strong interest in Machine Learning, Data Analytics, and AI-driven systems
🚀 Hands-on experience in Java, Python, SQL, ML frameworks, and Full-Stack Development

🏢 Internship Experience

🔹 Web Development Intern – First Choice Solutions

📅 June 2024 – August 2024

  • Developed and optimized backend modules using Java and MySQL, improving query efficiency and reducing API response time by 25% through indexing and refactoring
  • Built interactive UI components using Angular, HTML, CSS, and JavaScript, enhancing usability and navigation
  • Automated repetitive development tasks using utility scripts, increasing team productivity by 20%
  • Designed and integrated RESTful APIs ensuring seamless frontend–backend communication
  • Conducted JUnit-based unit testing, resolving 15+ defects and improving application stability

🛠️ Skills Summary

💻 Programming Languages

  • Python, Java, SQL, C

📊 Data Science & ML

  • Pandas, NumPy, Scikit-learn
  • TensorFlow, Keras
  • Matplotlib

🧰 Tools & Databases

  • MySQL, SQLite
  • Excel, PowerPoint, Tableau

💻 Platforms & IDEs

  • PyCharm, Jupyter Notebook, VS Code, IntelliJ IDEA
  • Google Colab

🤝 Soft Skills

  • Rapport Building
  • Stakeholder Management
  • People Management
  • Excellent Communication

🚀 Projects

🚀 Projects

🚦 Intelligent Traffic Management System (YOLOv5)

📅 Aug 2023 – Apr 2024

  • Developed a YOLOv5-based vehicle detection model achieving 92% accuracy for real-time traffic density estimation
  • Designed a dynamic traffic signal control algorithm to optimize green signal timings
  • Built a Python–Pygame traffic simulator for multi-lane traffic and signal behavior testing
  • Implemented emergency vehicle priority logic enabling automatic signal override

🚔 Crime Data Analysis Using Advanced ML & Explainable AI

📅 Jul 2025 – Sep 2025

  • Built an ML-based crime prediction system using XGBoost, Random Forest, Logistic Regression
  • Implemented spatio-temporal feature engineering and grid-based density mapping
  • Integrated Explainable AI (SHAP & LIME) for transparent and bias-aware predictions
  • Generated crime hotspot maps, SHAP visualizations, and trend analytics

😷 Real-Time Face Mask Detection System

📅 Oct 2025 – Nov 2025

  • Developed a TensorFlow Lite–based real-time face mask detection system using a custom CNN
  • Applied quantization-aware inference (FP16/INT8) for optimized on-device performance
  • Integrated OpenCV webcam pipeline with live prediction overlays
  • Deployed TFLite Interpreter with manual tensor handling for efficient inference

🚔 Crime Data Analysis System (Java + Spring Boot + Angular)

  • Full-stack application developed using Java, Spring Boot, MySQL, Angular
  • Implemented CRUD operations and RESTful APIs for crime, suspect, victim, and report management
  • Designed a normalized relational database schema
  • Built interactive dashboards for data visualization and analysis

💊 Pharmacy Drug Management System

  • Java-based application for managing medicine inventory, billing, and suppliers
  • Applied OOP principles, database connectivity, and modular design
  • Ensured data consistency using MySQL

⚡ Electricity Bill Management System

  • Java application to calculate and manage electricity bills
  • Implemented customer records, billing logic, and report generation
  • Used OOP concepts and file/database handling

🌐 Tours and Travels Website

  • Responsive website developed using HTML, CSS, JavaScript
  • Implemented booking forms and inquiry management
  • Focused on UI/UX and cross-device compatibility

🔒 Linux Log Monitoring and Alert System

  • Automated system log monitoring using Bash scripting
  • Configured cron jobs for scheduled execution
  • Implemented email alerts for critical log events

🌍 Personal Portfolio Website

  • Designed and developed a professional personal portfolio
  • Showcases projects, skills, resume, and contact information
  • Built with a clean, responsive UI

📈 What I’m Currently Working On

  • Advanced Machine Learning & Data Analytics projects
  • Strengthening Explainable AI (XAI) and model interpretability skills
  • Improving Python, SQL, and Java for scalable systems
  • Preparing for Data Scientist / ML Engineer / Software Developer roles

📜 Certifications

  • Programming in Python – Meta
  • Introduction to Data Analyst – IBM
  • Foundations: Data, Data, Everywhere – Google

📫 Let’s Connect

📧 Email: gannibiradar@gmail.com
💼 LinkedIn: https://www.linkedin.com/in/biradarganesht
🐙 GitHub: https://github.com/GaneshTBiradar

✨ Thanks for visiting my profile!
🚀 Always open to collaboration, learning, and building impactful solutions.

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