• Designed and deployed the first data ingestion pipeline on Google Cloud Platform (GCP) by using Cloud Pub/Sub, Cloud Dataflow, Cloud DataPrep, BigQuery, and Stackdriver to collect, store and monitor event data streaming; The ingestion pipeline helps data scientist team on collecting the order level data/events, IoT devices status without touching production database and support real-time data collecting;
• Collaborated with data scientists team to collect requirements of demand prediction models and delivered ETL tables by using BigQuery Apache Beam(dataflow) and Cloud Dataprep; Supported 2 data scientist/engineer team, 4 ML models including order preparation, dynamic pricing, etc;
• Designed and implemented the Market microservice and database to support food cooking and delivery service by using PostgreSQL, Knex, RESTful API, Express.js, and Typescript;
• Onboarded 100+ incoming software developers nationwide; revamped and expanded knowledge transfer document, conducted workshops and 1:1s to help new joiners set up and understand environments, owned debugging and answered questions;