Welcome to my freelance work portfolio. I specialize in delivering high-performance, production-ready AI solutions with a focus on edge computing and end-to-end system integration. My past work includes deploying production ready AI solutions for warehouse management and inventory tracking, defected product detection, and quality control with admin dashboards for monitoring and controlling the entire system remotely.
- End-to-End AI Edge Solutions: Hardware selection, system architecture, model optimization, and ruggedized factory-floor deployment.
- General AI Solutions: Custom inference backends, intelligent automation, and specialized computer vision, voice and language-based systems.
High-Performance ASR System for Factory Floors
An end-to-end industrial edge AI solution designed to automate inventory logging via natural voice commands in multiple languages. This system eliminates manual data entry, enabling floor workers to log operational metrics instantly.
Key Highlights:
- Robust Edge Engineering: Deployed on ruggedized Raspberry Pi units with read-only overlay file systems for "factory-proof" durability (immune to power cuts/corruption).
- High-Performance AI Optimization: Custom inference backend on Intel Hybrid Architecture with advanced CPU pinning, achieving sub-1.8-second latency and handling multiple data streams.
- Reliability & Automation: Self-healing software architecture with watchdog processes ensuring 24/7 uptime. Automatic alert to admin mail ids in case of emergency.
- Seamless User Experience: Touch-to-wake interface, high-contrast UI, and multi-lingual support (English, Tamil, Hindi).