Projects
Case studies of systems built to survive production — hardware integration, real-time constraints, and AI under guardrails.
CTS Logger
2025An Electron/Node application that logs data from 70+ concurrent industrial devices over two transports at once — RS485/COM serial and WiFi/HTTP — with a command queue that auto-deduplicates requests. Six months in production with zero data loss.
Electron · Node.js · RS485/COM · WiFi/HTTP · SQLite
Real-time vision pipeline
2025A real-time object-detection pipeline for conveyor-belt monitoring: YOLOv8n inference over two concurrent video streams via MediaMTX and FastAPI WebSockets, hitting 97% accuracy while a custom StreamProfiler keeps every frame under a 50ms budget at 20 FPS.
YOLOv8n · FastAPI · WebSockets · MediaMTX · Python
Andon monitoring & AI analytics
2025A React/Node Andon monitoring platform for Mahindra Aeronautics with multi-level RBAC and a Gemma-powered text-to-SQL analytics chatbot — secured through prompt design, regex output filtering, and a read-only scoped database role — plus a dynamic JSON→charts rendering engine.
React · Node.js · PostgreSQL · Gemma · RBAC