LLM Deployment & Ethical AI

This certificate, LLM Deployment & Ethical AI, was awarded to Soumya Chakraborty by NVIDIA in 2025. It is part of a professional development portfolio spanning 41 industry-recognized certificates from Google, IBM, AWS, NVIDIA, Microsoft, Meta, HackerRank, Duke University, the University of Michigan, and more.

The credential validates hands-on competency in the relevant domain and complements Soumya's broader work as a Full Stack Developer building production web applications with React, Next.js, Node.js, and Python.