Open to opportunities

Vishnu T Pillai

@vishnutpillai

Message

I build reproducible machine learning pipelines and deploy production-ready AI applications.

India

Message

What I'm looking for

I'm looking to build and deploy machine learning and AI solutions, especially end-to-end pipelines, MLOps workflows, predictive models, and production-ready applications.

At Gofreelab Technologies, I'm developing an end-to-end MLOps pipeline for insurance cost prediction, spanning data ingestion, preprocessing, feature engineering, training, evaluation, and workflow automation.

I've used DVC, AWS S3, and Feast to make data versioning and feature management reproducible, reducing manual data-tracking effort by about 30% across 10+ training runs. I also collaborate through Git/GitHub, code reviews, and CI-driven testing.

My projects include a 94% R² insurance cost prediction model deployed as a FastAPI REST API, and a hybrid RAG application using LangChain, ChromaDB, BM25, Groq LLM, Docker, and Streamlit for document-based Q&A with source citations.

Experience

Work history, roles, and key accomplishments

Current

MLOps Intern

Current

Gofreelab Technologies

Jun 2026 - Present (3 months)

Developed an end-to-end MLOps pipeline for insurance cost prediction, covering data ingestion, preprocessing, feature engineering, model training, evaluation, and workflow automation. Implemented data versioning and feature management using DVC, AWS S3, and Feast, reducing manual data-tracking effort by ~30%.