
Distress Detection Using Audio Analysis, Built ML model achieving 75% accuracy using NLP and signal processing., Improved emergency response time by 70% through automation. Forest Fire Prediction Using Machine Learning, Implemented CNN, Random Forest, and Linear Regression models., Focused on early detection to reduce environmental damage.
Blockchain-Based Certificate Generation & Validation, Developed decentralized certificate system using smart contracts., Enabled tamper-proof and instant blockchain verification.