United States
Building ML models @ River. Previously worked at Mckinsey & Company as a software engineer building e-commerce and computer vision applications.
Building ML models for various purposes such as AML risk and lifetime value prediction
- Using NestJS and GraphQL, helped a major wholesaler increase profit margin and scale by migrating from Shopify to internal services. Increased the number of orders by 10%. - Responsible for the implementation of e-commerce checkout service which handled 5k daily orders, integrating 3rd party payment gateways and logistic updates. - Held problem solving sessions to align implementation across multiple teams. - Used machine learning models (written in Pytorch) and geospatial analysis methods to measure construction progress. Used a combination of models and features (roads, vehicles, etc...) to precisely detect construction activity, track progress, and detect violations.