I’m a design engineer and technology builder interested in practical systems that connect product design, automation, retail operations, AI, computer vision, embedded devices, and reliable software.
- Retail & AI — tools for cameras, computer vision, customer experiences, and operational insight.
- Automation & operations — deterministic workflows, integrations, attendance, transport, and business systems.
- Embedded & edge — ESP32, Raspberry Pi, sensors, OTA updates, and local-first control.
- Product design — turning ideas into usable systems with clear interfaces and maintainable foundations.
- B.I.N.E.S.H. OS — an automation platform for connected devices and operational systems.
- RetailLens — a computer-vision foundation for retail environments.
- Living Pookalam — an interactive projection platform built for responsive visual experiences.
- Universal Scanner — an Android barcode and QR scanning application.
This profile evolves with the projects behind it. Individual repositories are the source of truth for architecture, setup, releases, and update instructions.
This profile repository is documentation-only, so it does not need a runtime self-updater. For local edits, update safely from the default branch:
git fetch --prune origin main
git pull --ff-only origin mainTo reproduce a known revision, check out its commit SHA. Roll back by checking out or resetting to a previously verified commit after reviewing any local changes.
I welcome ideas, issues, forks, and improvements where they help make a project more useful and maintainable.