Ads ML Optimization

I was a member of Pricing Optimization Team within Growth Analytics. Our model inference provides underwriters with insights/guidance for renewal premium quoting. The business impact is estimated from bid simulation, and evaluated by selected-market A/B testing.

My focus areas are:

1) Bid Simulation Auto & Upgrade

2) Data Pipeline with Drift Detection;

3) ML predictive modeling;

4) GCP production & pilot monitoring.

ML Search & Recommendation, advised by Prof. Siyuan Liu