ML model for driving behavior classification, ML application platform, ML evaluation, driving behavior reasoning and evaluation, driving data mining.

I led the PlayPass Analytics effort. Built privacy-compliant longitudinal dataset for user behavior analysis and ML models. Built solution for PlayPass engagement-based A/B testing metrics serving as success metrics for PlayPass launches. Built solution for PlayPass DAU/MAU analysis.

I revamped Play order processing pipelines that handle multi-million data entries each day while respecting privacy-compliance rules with improved accuracy, latency, and reliability.