randome-forest

Explainable AI framework for proactive road safety assessment using Safe System principles, ML-based speed-limit modeling, SHAP explainability, and GIS-based intervention prioritization. Built for the ADB AI for Safer Roads Innovation Challenge (14,082 Maharashtra road segments).

Enterprise Graph-Based Fraud Detection Dashboard using Python, Flask, Machine Learning, NetworkX and Plotly.

LabourNearMe is an AI-powered labor recommendation platform that connects daily wage workers and employers using semantic skill matching, machine learning, and location-aware recommendations. Built with FastAPI, Supabase, Sentence Transformers, and scikit-learn, the system improves hiring efficiency and job-worker matching.

An end-to-end Machine Learning application that predicts student mental health scores from lifestyle, academic, stress, sleep, physical activity, and social-media usage patterns, served through a FastAPI REST API.