I'm a Machine Learning Engineer II at H2O.ai based in Sydney, Australia, building production-grade AI systems at the intersection of multi-agent orchestration, financial crime detection, and generative AI.

I hold a BSc in Computer Science & Engineering from the University of Moratuwa, Sri Lanka, and co-authored research on few-shot novel view synthesis using meta-learning (FewShotNeRF).

• 🏦 Financial Crime Detection — AML/CTF transaction monitoring & alert investigation dashboards for enterprise clients (incl. Commonwealth Bank of Australia)
• 🤖 Multi-Agent Orchestration — Building production platforms using LangGraph, AutoGen, CrewAI & NVIDIA NeMo; contributed 2,300+ lines to NVIDIA NeMo-Agent-Toolkit for cross-workflow observability
• 🌊 Flood Intelligence Blueprint — AI-powered flood prediction system featured on build.nvidia.com and showcased at NVIDIA GTC
• 🎬 GenAI Video Marketing — Producing AI-generated video content for H2O Driverless AI using HeyGen
• 📄 Perpetual KYC & Document Analysis — Intelligent document processing pipelines for financial compliance

• 💳 Alternative credit scoring application
• 🔍 Transaction abuse detection system
• 🏧 ATM cash optimization solution
• 🎨 AI Art virtual gallery
• 📓 Notebook-to-web-app converter
• 🧠 NeRF generalization via meta-learning (FewShotNeRF research)

AI / ML

Backend & APIs

Frontend

Cloud & MLOps

• Multi-agent AI system design (LangGraph, AutoGen, CrewAI, NeMo)
• Financial crime detection — AML, CTF, fraud, transaction monitoring
• H2O Driverless AI & H2O Wave
• MLOps, FastAPI backends, production AI pipelines
• Computer Vision & NeRF
• React / React Native