Experience

Sr ML Engineer

GenAI Platform Team, Quantiphi (Client: AT&T)

Duration: 02 February 2025 - Present

Replacing closed-source LLMs with fine-tuned open-source models in production (saving $800K/year), and building the RL post-training and evaluation infrastructure used by 10+ teams at AT&T.

AI Engineer

AI Engineering Team, BYO

Duration: 08 August 2024 - 02 February 2025

Reproduced TRACE continual learning results on Llama-3.1-8B, and built RAG agents with word/topic guardrails that improved response accuracy by 15%.

AI Consultant

Division of Occupational and Environmental Medicine, Department of Family Medicine, MSU

Duration: 04 April 2024 - 08 August 2024

Improved document retrieval recall by 22% in a clinical RAG system using AWS Bedrock and OpenSearch, and deployed a scalable ML backend on FastAPI/ECS.

AI Research Summer Associate Intern

AI Research Team, JP Morgan & Chase

Duration: 04 June 2023 - 26 August 2023

I worked on developing state of the art financial question answering system using Retrieval Augmented Generation paired with advanced prompting techniques.

NLP Engineer

Real World Data (RWD) Team, ConcertAI (SymphonyAI)

Duration: 06 Jan 2021 - 30 July 2022

I worked on developing NER and Relationship classification models on EHR data to better assess patients fit for clinical trials.

Data Scientist

Innovation Team, Innoplexus Consulting Pvt. Ltd.

Duration: 15 August 2017 - 05 January 2021

I worked on building NER, knowledge graph, sentiment analysis and topic extraction models on biomedical datasets.

Data Science Intern