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7 projects shipped
Production AI . Edge Computing . ML Research
Settles HBAR in <5 seconds - $0.001/tx - Myanmar's $3.5B remittance corridor
Voice-driven cross-border payment agent. Natural language input parsed by Claude AI, settled on-chain via Hedera, with NFT receipts via HTS and immutable audit trails via HCS.
Demo video coming soon
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Settles HBAR in <5 seconds - $0.001/tx
Voice-driven cross-border payment agent targeting Myanmar's $3.5B remittance corridor. Natural language input parsed by Claude AI, executed on-chain with NFT receipts via HTS and immutable audit trails via HCS.
1,750+ sessions - 18 countries - sub-50ms globally
Full-stack LLM app with multilingual NLP pipeline for Burmese literacy. Cloudflare edge delivers sub-50ms responses worldwide; Workers AI powers a personalised content recommendation engine.
Hazardous recall 1.00 - AUC-ROC 0.958
Hazardous asteroid classifier on 6,136 NASA records. Handled 5% class imbalance with stratified splits and class weighting. End-to-end ETL pipeline with MLflow experiment tracking.
Target: GPT-2-scale architecture - Aug 2026
Transformer-based language model built from first principles using only NumPy - tokenization, multi-head attention, positional encoding, and backpropagation by hand.
99%+ validation accuracy - 30 FPS - <10ms/frame
Real-time human vs. non-human face classifier for webcam-based access control. Fine-tuned MobileNetV2 with custom augmentation; streamlined OpenCV preprocessing stack to hit 30 FPS at under 10ms per frame.
Zero cold-start - Edge-native - Structured feedback
Serverless REST API for AI code review on Cloudflare Workers. Prompt-tuned Llama 3.1 via Workers AI to reduce hallucination rate in structured output covering bugs, style, and security.
3 solver architectures benchmarked
Constraint-based Minesweeper agent comparing CSP, probabilistic inference, and heuristic search strategies. Built entirely from scratch for RHUL coursework.
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