this and that

• Team: Monetization Integrity - Content Understanding

• Worked on: Reducing social media abuse at scale. Projects include:

• Pioneering ML models that forecast integrity risks of FB entities

• Major infrastructure overhauls for extensibility/scale

• Multi-stage policy/labeling methodology upgrades that improved ML datasets & topline metrics

• Worked on: Memory efficient prototypes of algorithms in GTSAM (a C++ library for robotics and vision) with potential applications in embedded devices.

• Organization website: https://borg.cc.gatech.edu/

• Team: Assistant - Automotive Surfaces

• Worked on: creating Google Assistant experiences for drivers

• Team: Express Drive - Fleet Management

• Worked on: Lyft's fleet management microservice for rental and autonomous vehicles

• Relevant terms: Python, Flask, DynamoDB, AWS, Elasticsearch, ReactJS

https://lyft.com/expressdrive