I build practical software for real-world problems — from Android apps and local-first AI to reliable infrastructure and automation.
I turn messy, real-world operational problems into clean, reliable software systems. My background in large-facility operations, HVAC, electrical infrastructure, and IT administration shapes how I build Android apps, web tools, automation, and local-first AI: understand the process, design for failure, validate the behavior, and improve what ships. I value dependable systems over polished demos.
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Human-reviewed task workspace for revision history, workflow coordination, and local-first AI.
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Android lead discovery and management workflow built for local businesses.
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Local-first audio workflow for vocal separation, RVC conversion, mixing, and export.
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Offline-capable academic calculator for SGPA, CGPA, and academic planning.
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Bilingual (English and Tamil) business website for tax, registration, compliance, HVAC, and electrical support.
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A selection of upstream contributions across Home Assistant, Music Assistant, electrical engineering, developer tooling, and community projects. Statuses below reflect GitHub as of November 12, 2026.
- Home Assistant documentation #50082 — Improve discoverability of MQTT entity documentation.
- Contribute To This Project #4828 — Add contributor card.
Most pull requests across my own repositories cover feature delivery, reliability, accessibility, security, testing, documentation, and CI improvements. Browse the complete PR history for each project:
- LeadFlow
- GradeCalc
- OneClick AI Cover
- Nexora AI
- KVB Enterprises website
- FreeCAD-HVAC
- MEP Design Sheets
- GElectrical
- OpenClaw
Browse all pull requests authored by me across GitHub.
Short technical write-ups documenting architecture decisions, implementation trade-offs, verification boundaries, and next engineering steps.
| Project | Build log |
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| LeadFlow | Local business discovery on Android |
| OneClick AI Cover | Local AI audio workflow |
| GradeCalc | Offline academic calculator |
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Local-first AI workflows: practical AI tools that keep processing and user control close to the machine.
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Human-in-the-loop orchestration: traceable task revisions, review, and approval rather than opaque automation.
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Android business tooling: improving lead discovery, local data handling, and offline-friendly workflows.
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Reliable delivery: testing, CI automation, documentation, and maintainable releases across projects.
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Home Assistant update reliability: contributing to safer automatic update defaults and user-controlled update choices.
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Music Assistant server reliability: investigating a Sonos sync-group announcement issue involving members that rejoin after playback starts; the fix is still under local verification (support issue #6936).
Languages and web
Frameworks, platforms and engineering
M.Sc. Manufacturing Processing · B.Tech Mechanical Engineering · Diploma in Mechanical Engineering
Additional coursework: IBM Cybersecurity and Generative AI.
I bring a mechanical and operations-engineering perspective to software: understand the real process, identify failure points, build a workable system, test it, and keep improving it.
