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I build ML systems directed to solving real world problems.

David is a Data Science and AI undergraduate at NTU, building toward a career at the intersection of machine learning and finance with a focus on AI agents, LLMs, and applied ML for quant and fintech.

Writing →Resume →Contact →
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Deepfake Guard: Multi-Signal Forensic Verification

Deepfake Guard: Multi-Signal Forensic Verification

FEATURED

A dual-branch neural network combining spatial and frequency-domain analysis to detect AI-generated video manipulation, with Grad-CAM explainability and live tracking.

PythonEfficientNet-B4PyTorchOpenCVGradio
Neural Network Recommendation Engine

Neural Network Recommendation Engine

FEATURED

A two-tower recommendation engine deployed to 1.6 million users on the VT Markets app, driving cross-selling and product adoption among traders through personalised instrument suggestions.

PythonPyTorchPostgreSQLBigQueryBraze
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