About

I’m Abrit, an ML Engineer based in Chennai. I build and ship end-to-end ML systems — from model training and fine-tuning with PyTorch and DeepSpeed to production deployment on AWS. My work spans speech/NLP, Gen-AI applications, and large action models.

I’m strong in Infrastructure as Code (CloudFormation, CI/CD pipelines, VPC networking) and care about making ML reproducible, scalable, and cost-efficient. I co-authored a paper with IIT Madras on textless NLP and recently gave a talk on Agentic RAG in Edge Applications.

Currently a Machine Learning Engineer at Toyota Connected India.

Elsewhere

GitHub · LinkedIn · X · abritpal@gmail.com