Summary
Prateek Upadhyay is a Senior Manager AI/ML with eight years of experience building scalable, production-grade AI systems across Generative and Agentic AI, Computer Vision, NLP, and MLOps/LLMOps. Currently leading enterprise-wide AI initiatives at Tata Motors, he designs and deploys LLM-powered workflows and robust pipelines on cloud and edge platforms, with hands-on work on Raspberry Pi and NVIDIA Jetson for real-time inference. Previously at Quantiphi and Teksun he led applied AI projects—from live video human activity recognition with streaming pipelines to predictive maintenance and remote patient monitoring—demonstrating end-to-end delivery from research prototypes to Kubernetes-backed production. He is particularly focused on explainable, secure AI and advancing agentic systems that bridge planning and multi-agent design patterns. Based in Mumbai, Prateek blends practitioner-level engineering with strategic leadership to move vision-language and GenAI models into impactful, auditable production services.
8 years of coding experience
4 years of employment as a software developer
Master of Computer Applications - MCA, Computer Science, Master of Computer Applications - MCA, Computer Science at Pondicherry University
BCA, Computer Science, BCA, Computer Science at Heritage Institute of Technology