ML Engineer working on embedded machine learning and developing safe and entertaining conversational experience.

* Assisted Prof. Bocar Ba with data projects concerning financial markets and police accountability. Built ETL pipelines to collect and integrate financial data from multiple sources.* Extracted natural language features for econometric analysis from financial reports.

Developed and maintained machine learning models for automotive sensors and GPS data.* Fuel tracking system using low-resolution noisy sensor dataAlgorithm to estimate the refuel amount beyond sensor resolution and report potential pilferages. Worked as a product owner with customer success team to earn customer trust. Average refueling accuracy 97% generalized across commercial vehicles. U.S. Patent 11 566 575 B2* Gasoline injector clogging detectionBinary classification model to identify clogged injectors using observed engine operational profile. Reported AUC-PR: 0.88. Patent Application: 202221076602 (Indian Patent Office)* Won innovation contest: Project Loonshot 2021, company-wide innovation contest

Designed a dynamic programming sequence optimization algorithm to produce a sentiment-balanced news feed. Conducted user surveys to assess the efficacy of the algorithm.