Lan Chen Email & Phone Number

Building Machine Learning infra @ Adobe ResearchML platform, ML feature store, Video infra

Lead the development of Airflow as a service platform that orchestrates large scale data and machine learning pipelines.Developed data platforms that ingest billions of user events/day into our streaming ingestion service (based on Kafka) and process them in streaming processing service (based on Flink and Kinesis Firehose).Built data lake (based on Hive and Presto) containing historical events for offline ML feature building, training data generation and model re-training.Built unified analytics platform that enables users at various technical levels to get access of data in all types of databases (Hive, Presto, Redshift, MySQL, etc.) we maintained.Working with Identity security engineering team, developed machine learning models for dynamic login risk assessments and compromised accounts detection. Currently leading the efforts for data collection, feature generation and model training.

New Delhi, Delhi, India

Part modeling for molds and different parts of the automotive sector Using SolidWorks 2010. Planning & Preparations of Spare parts and consumables used in Preventive Maintenance of machines.Preparation Daily, Weekly and Monthly progress report for machinery reflecting the Project Progress as necessary.Reverse engineering and BOM preparation.

Department of Genome Science and Department of Computer Science & EngineeringDepartment of Genome Science and Department of Computer Science & EngineeringDeveloped new neural network structure and scalable training algorithm to compress deep learning models.