Case Studies

Designed and deployed a multi-agent orchestration pipeline that automated end-to-end reporting for a government healthcare agency. Reduced reporting turnaround by 95%+ and reclaimed 20+ analyst hours per week.

Forecasting and risk-modeling pipelines — ARIMA, Prophet, LSTM, mixed-effects panel models — that convert historical and longitudinal data into forward-looking, decision-ready projections, validated to the same rigor as peer-reviewed research published in The Lancet and JAMA.

Production multilingual text classifiers — XLM-RoBERTa, LoRA/QLoRA — that replace manual coding work with calibrated, auditable models matching ~80% human-level agreement across English and Traditional Chinese.