Puneet Vaza

About Puneet Vaza

I’m an AI/ML Engineer with hands-on experience in designing and deploying intelligent…

Experience

1. Ai Ml Engineer Deep Learning, Genai, Rag, Intelligent Automation

   Datamatics

   Feb 2022 — Present · Mumbai, IN

   Developed and deployed multiple end-to-end machine learning and deep learning models for NLP, computer vision, and predictive analytics use cases. • Designed and implemented Generative AI solutions using LLMs (OpenAI, Hugging Face) with custom RAG pipelines leveraging LangChain and vector databases (FAISS, Pinecone). • Delivered Intelligent Automation projects by integrating AI into document processing, workflow optimization, and decision systems. • Optimized model performance and inference time by converting models to ONNX, enabling scalable deployment across environments. • Containerized ML pipelines and built production-ready deployments using Docker and REST APIs. • Collaborated cross-functionally with product and engineering teams to ensure smooth integration of AI solutions into client-facing applications. • Conducted PoCs and client demos showcasing applied AI capabilities in domains like finance, logistics, and healthcare. • Followed MLOps best practices: model versioning, logging, monitoring, and retraining strategies.Tech Stack:Python, PyTorch, TensorFlow, Transformers, OpenAI, LangChain, FAISS, ONNX, Docker, FastAPI, Hugging Face, Scikit-learn

Education

• Patkar College of Arts and Science

  Master of Science (MSc), Bioinformatics

  2015 — 2017

• Bhavans College

  Bachelor of Science (BSc), Chemistry

  2011 — 2015