Overview

At A*STAR, I work on the Singapore-side cloud and ML stack for the GNOME dark matter detection project.

Recent Work

My work has included:

• building multi-terabyte ETL pipelines
• designing AWS data lake workflows
• profiling 347k raw HDF5 files across 9 stations
• reproducing SR5 and SR6 reference outputs to greater than 99 percent fidelity
• validating anomaly-detection feasibility with an LSTM baseline on T4 GPU compute

Why It Matters

This role sits at a sweet spot for me: scientific computing, data infrastructure, reproducibility, and ML validation all in the same system.