The publication, certifications, and leadership built alongside the engineering work.
BE Final Year Project. An agri-horticultural crop recommendation system using Random Forest, achieving 99% accuracy across 22 crop classes and 7 environmental parameters. Paper ID: ICCET260383.
Across IIT Bombay, IIT Kharagpur, IBM, Google, AWS, Meta, Microsoft, and Salesforce, spanning Python, data science, DevOps, cloud architecture, and generative AI.
IEEE Executive Committee & Publicity Lead (50+ members, 2021–2022) · Committee Member, Google GDSC / CSI / ISTE · Technical Head, KV PRIDE.
Research exposure: IISc Bangalore, IISER Pune, EFY Expo Pune.