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vinaytiwaribuilds/README.md

Vinay Tiwari

I build at the intersection of AI, software, electronics, and the physical world. I like taking a rough idea through to a working system, especially when software has to interact with a real device.

Built and documented

  • Vouch — a settlement-verification prototype built for the Razorpay AI Buildathon. It compares Razorpay recon, bank, and merchant ledger evidence, and leaves ambiguous cases open for review. The repository includes architecture, a live demo, and reproducible evaluation on synthetic data. It is not a production finance tool.

Currently building

  • Project Soundwave — a capability-driven command layer for connected devices. I have been working on its backend, dashboard, device communication, telemetry, and permission checks. I will share the technical material after reviewing it for public release.
  • CombiFlash — a low-cost automated liquid-handling prototype. The current focus is proving a fixed-rack dispensing mechanism before product development.

Earlier hardware work

  • Refrigerant leakage detector — an independent prototype that received second prize at a college Green Tech Hackathon.
  • IoT pavement monitoring — an ESP32/Arduino sensing concept for collecting road-condition data and mapping it with GIS.

I work with Python, embedded devices, sensors, automation, and web interfaces. My interests are strongest where those parts come together in a physical system.

Connect on LinkedIn

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  1. vouch vouch Public

    Three-source Razorpay settlement verification across recon, bank, and merchant ledger. AI proposes; deterministic code proves.

    TypeScript

  2. road-sensing-prototype road-sensing-prototype Public

    Third-year road-sensing proof of concept: sensor enclosure and a proposed location-linked road observation workflow.