My arXiv paper on generating spoken esports-style gameplay commentary with a vision-language model and text-to-speech — no game-specific code required.
Research Experience
AI Level of Detail: Distance-Aware ML Model Precision Selection for Real-Time Human Motion Prediction in Games
AI Level of Detail (AI LOD): using distance-aware neural-network quantization as a level-of-detail axis for real-time NPC motion prediction. FP32/FP16/INT8 ONNX tiers routed by camera distance — up to 9.79x faster inference with no perceptible quality loss.
SCI Unit Test – Carbon Footprint of Deep Learning Models
Data PII Tokenisation
In association with HRS
3d Printing Cost Estimation Using Machine Learning
In association with UC Berkeley
IoT and PLC Based Home Automation System with PV Inverter
A smart home automation system with the solar inverter presented as the final thesis at engineering college