AI Python for Beginners

validating academic excellence and structured learning from top-tier institutions like Duke University, University of Michigan, University of Colorado Boulder, and University of London. Specifically, this credential covers AI concepts using Python for beginners, including basic machine learning, data handling, and model training. Soumya applied these validated skills across production web applications, full-stack development projects, and AI/ML initiatives built with React, Next.js, Node.js, and Python. This credential is part of a comprehensive portfolio of 46+ professional certifications spanning cloud computing, cybersecurity, data science, and software development from industry leaders like Google, IBM, AWS, NVIDIA, Microsoft, Meta, HackerRank, Duke University, the University of Michigan, and more. As a Full Stack Developer based in Kolkata, India, Soumya integrates these certified competencies into modern web applications — delivering production-grade solutions that combine cutting-edge technology with practical business value.