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Kalpit-Goyal/README.md

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🧠 About Me

Full Stack Developer & AI/ML Engineer building real-world solutions at the intersection of deep learning and scalable web systems.

  • πŸŽ“ B.Tech in Information Technology @ GGSIPU β€” CGPA: 8.8 / 10
  • 🏒 Currently AI-ML Intern @ Global Next Consulting India Pvt. Ltd.
  • πŸ† IIT Guwahati β€” Summer Analytics 2025 Capstone Participant
  • πŸ”¬ Working on MediScan AI β€” a multi-disease detection system with CNN-Transformer hybrid & Grad-CAM explainability
  • πŸ’‘ Passionate about end-to-end ML pipelines, medical imaging AI, and production-ready architectures
  • πŸ“ New Delhi, India

πŸ› οΈ Tech Stack

πŸ€– AI / ML

Python PyTorch scikit-learn OpenCV XGBoost NumPy Pandas

🌐 Full Stack

React Flask Node.js JavaScript MySQL MongoDB REST API

🧰 Languages & Tools

C++ Java SQL Git Jupyter Google Colab VS Code


πŸš€ Featured Projects

πŸ₯ MediScan AI β€” Multi-Disease Detection System

Python Flask ReactJS DenseNet-121 EfficientNet-B3 Grad-CAM

A unified deep learning platform for detecting chest, skin, retinal, and brain diseases from medical imaging data (X-ray & MRI).

  • πŸ”¬ Hybrid CNN-Transformer architecture with Grad-CAM for explainable AI diagnostics
  • πŸ’» Full-stack UI built with Flask + ReactJS β€” production-ready and live
  • 🧬 Targets real-world clinical AI challenges with multi-modal disease detection

GitHub Live Demo


πŸ…ΏοΈ Dynamic Parking Pricing System

Python XGBoost Pandas Geospatial Features

ML pipeline predicting parking demand using temporal and geospatial features to optimize real-time pricing and revenue.

  • πŸ“ˆ XGBoost model trained on end-to-end feature-engineered data pipeline
  • πŸ’‘ Tiered pricing strategy to balance lot occupancy and maximize space utilization
  • πŸ† Capstone project β€” Summer Analytics 2025, IIT Guwahati

GitHub


🧠 MRI Brain Tumor Classifier (EDN + SVM)

Python OpenCV TensorFlow GLCM SVM

Hybrid deep learning + classical ML pipeline for multi-class brain tumor classification from MRI scans.

  • πŸ–ΌοΈ Advanced GLCM texture feature extraction via OpenCV for rich image representations
  • 🀝 EDN + SVM hybrid for high-precision automated diagnostic assistance
  • πŸ… Delivered as Intel AI for Future Workforce Program capstone at BVCOE

GitHub


πŸ“Š GitHub Stats


πŸ† Certifications & Programs

Program Issuer Year
🧠 AI for Future Workforce Program Intel Digital Readiness Γ— BVCOE 2025
πŸ“Š Summer Analytics 2025 β€” Capstone Consulting & Analytics Club, IIT Guwahati 2025
πŸ’Ό AI-ML Internship Global Next Consulting India Pvt. Ltd. 2026 – Present

🀝 Let's Connect

I'm always open to collaborating on AI/ML projects, full-stack applications, or anything that solves real-world problems.

Β 

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