Shubham Vilankar

PLC/SCADA Fault Diagnosis Agent

0.898 vs 0.839 baseline accuracy (fine-tuned + RAG vs Base model+ RAG, evaluated), 265 real fault codes entries accross 3 industrial vendors also achieving 7 ms latency, zero cloud cost and public demo hosted

Serverless SageMaker Fine-Tuning Pipeline

Fine-Tuned on 15K example Dataset, Zero Idle compute cost, and documented MLOps workflow on github.

Company -Specific ERP Support Bot

ERP Support Bot Assistant integrated into company's production ERP System, with Secure two-server architecture with JWT auth