I’m Sahaj Italiya, also known as SizWinz, a Computer Engineering student from Gujarat, India. I build polished desktop applications, developer tools, and practical AI systems focused on reliability, performance, privacy, and clear UX.
- Building practical, production-oriented software through DS Labs
- Developing PocketMC, a Windows-native Minecraft server manager
- Creating privacy-friendly, local-first apps.
- Exploring agentic coding workflows, local LLMs, and useful AI integrations
- Growing as an open-source developer, product builder, and technical leader
- Computer Engineering student, graduating in 2029
- Interested in desktop architecture, developer tooling, practical AI, and product design
- Strong believer in privacy, local-first software, and optional cloud connectivity
- I prefer solving real user problems over chasing trends
- Currently improving my skills in system design, UI/UX, open-source leadership, and entrepreneurship
- Long-term mission: build resilient products that positively impact millions of people
When I’m not coding, you’ll probably find me exploring tech hardware, psychology, philosophy, Minecraft, Valorant, or Video editing.
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More Projects & Experiments
| Project | Stack | Description |
|---|---|---|
| DiagonalNet | Go · Pure Stdlib | Zero-dependency deep learning engine with 13-channel spatial difference manifold calculus and analytical Jacobian autograd |
| SchemeSetu | Next.js · React 19 · Vitest | AI-driven scheme matching and channel finance solvency router for MoSJE affirmative credit |
| WatchMark | Flutter · Dart · SQLite | Local-first, privacy-focused media tracker with timestamp progress and Google Drive sync |
| pocket-mc-linux-mac | C# · Avalonia UI · .NET 8 | Native cross-platform desktop Minecraft server manager for Linux and macOS |
| ReleaseWave | Python · PyPI | Agentic changelog generator that analyzes real git diffs and formats for dev / user / social |
| GitFetch | React 19 · TypeScript · Vite | Developer metrics visualizer and structured markdown exporter for AI context |
| Campus Assistant | Python · FastAPI · Next.js | Multilingual RAG chatbot for educational institutions (7+ Indian languages) |
| SaaS Inspector | TypeScript | Evidence-backed micro-SaaS idea validation engine |
| Quote | Author |
|---|---|
| Become an expert in one thing and then build multiple income streams out of that one thing. | Raj Shamani |
| Give people wonderful tools and they'll do wonderful things. | Apple |
| Ever tried? Ever failed? No matter. Try again. Fail again. Fail better. | Samuel Beckett |
| I think it's very important to have a feedback loop, where you're constantly thinking about what you've done and how you could be doing it better. | Elon Musk |




