I built VeriMind4, a context-aware RTL verification platform that turns verification logs, coverage reports, and issue history into structured, queryable signals.
I designed FastAPI analysis APIs and a React dashboard for verification triage, then trained LightGBM and Random Forest models to flag risky modules and rank coverage gaps. I also built explainability views so recommendations remain traceable to their underlying evidence.
At Omni Bridge Solutions, I configured reverse proxies, containerized a full-stack PostgreSQL application with Docker Compose, and built Jenkins CI pipelines that pull code, run builds and tests, and archive artifacts.
I deployed Dockerized applications to Kubernetes, scaled services to three replicas, configured ConfigMaps and Secrets, and resolved a CrashLoopBackOff failure during CI/CD troubleshooting. I also build FastAPI backends with PostgreSQL, Redis, JWT authentication, and automated reporting.
