Himeth Udana

AI-driven compliance auditing platform that evaluates documents against Sri Lankan (CBSL, FTRA, LFC) and international (FATF) financial regulations. Uses Agentic RAG to retrieve exact legal clauses and reason over them, producing risk scores with full citation trails.

Multimodal RAG platform that indexes educational videos by synchronizing audio transcripts (Groq Whisper) and visual frame descriptions into a unified vector space. Chat with video content using natural language and get answers with exact clickable timestamps.

Blockchain-based digital notary dApp that provides immutable proof of existence for legal documents. Leverages Cardano's metadata architecture to store SHA-256 cryptographic fingerprints on-chain, eliminating the need for a third-party notary.

Multi-class malware family classifier achieving 84% accuracy using opcode frequency analysis and ensemble learning. Combines Random Forest and XGBoost models with Optuna hyperparameter optimization across 21 malware families.

Intelligent traffic management system using reinforcement learning (Q-learning) and computer vision (YOLOv5) to optimize signal timings at intersections. Features a real-time analytics dashboard and adaptive signal control.

Competitive data science project applying advanced machine learning techniques for feature engineering, model stacking, and predictive analytics. Demonstrates proficiency in exploratory data analysis and model evaluation.