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.
| Project | Description | Tech |
|---|---|---|
| Nexora AI | Human-reviewed task workspace exploring revision history, workflow coordination, and local-first AI. | Python · Local-first AI |
| OneClick AI Cover | Local-first Windows workflow for vocal separation, RVC conversion, mixing, and export. | Python · Demucs · RVC · Audio tooling |
| LeadFlow | Android lead discovery and management workflow for local businesses. | Kotlin · Jetpack Compose · Room |
| GradeCalc · Live demo | Offline-capable PWA for SGPA, CGPA, and academic planning. | HTML · CSS · JavaScript · PWA |
| KVB Enterprises | Business services for tax, registration, compliance, HVAC, and electrical support. | HTML · CSS · JavaScript |
Short technical write-ups documenting architecture decisions, implementation trade-offs, verification boundaries, and next engineering steps.
| Project | Build log |
|---|---|
| LeadFlow | Local business discovery on Android |
| OneClick AI Cover | Local AI audio workflow |
| GradeCalc | Offline academic calculator |
| Repository | Contribution | Status |
|---|---|---|
| Home Assistant | PR #50414 — Clarify Airzone Cloud subscription requirements and add HTTP 402 troubleshooting guidance | Merged · November 10, 2026 |
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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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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
Frameworks and platforms
Engineering tools
AI and audio workflow
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.
Practical engineering. Useful software. Continuous improvement.
