username: SizWinz
description:
I build local-first, privacy-focused developer tools that bridge the gap
between "it works on my machine" and "it actually ships reliably".
focus:
- "AI-assisted developer workflows using LLMs, RAG pipelines, and context-aware automation"
- "Desktop systems work with WPF/.NET 8 and Tauri for clean cross-platform experiences"
- "Game server infrastructure — full Minecraft server lifecycle management across Windows and Termux/Linux/Windows/Mac"
philosophy:
Build useful things, not just for impressing.
Prefer practical tools over hype.
Make software beginner-friendly, but production-grade.
style: "Systems programming × Practical AI × Polished desktop apps"| Languages |
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| Frameworks & UI |
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| AI / ML |
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| Databases |
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| Tools & Platforms |
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| Utilities |
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A local-first Windows desktop app for managing Minecraft Java & Bedrock servers. Handles JRE provisioning, Playit.gg tunneling, mod marketplace integration, cloud backups, and a remote web dashboard. 17 ★ · Windows-native · Velopack auto-updates · Job Object process isolation |
Terminal-native Minecraft server manager for Termux and Linux. Multi-server, persistent SQLite tracking, crash protection, auto-restart, and zero-GUI workflow. 24 ★ · POSIX-first · WAL-mode SQLite · zip-slip-safe backups |
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Privacy-first AI study assistant. Offline Seq2Seq summarization, OCR with OpenCV preprocessing, MCQ generation, and executive PDF export. Five interfaces: React SPA, Streamlit, Desktop GUI, Telegram, and CLI. 8 ★ · Offline-capable · Multi-modal · 5 UIs in 1 codebase |
Career transition intelligence engine. Ingests resumes, detects skill gaps via LLM analysis, and generates interactive 6-month learning roadmaps with Gantt timelines and milestone tracking. 5 ★ · Multi-provider LLM · Zero-shot gap analysis · Dynamic Plotly viz |
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Developer profile intelligence platform. Turns any GitHub username into a visual dashboard, structured Markdown export, and AI-ready portfolio context for tools like ChatGPT, Claude, and v0. 2 ★ · AI assistant proxy · Glassmorphism UI · Portfolio-ready exports |
Real-time Discord analytics bot with AI-generated "Pulse Reports." Tracks engagement, detects raid patterns, and delivers multi-provider LLM summaries (Gemini, OpenAI, Grok, OpenRouter). 3 ★ · Docker-first · Redis-cached leaderboards · Anomaly detection |
🗂️ More Projects & Experiments
| Project | Stack | Description |
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| ReleaseWave | Python · PyPI | Agentic changelog generator that reads real git diffs, smart-chunks them, and outputs developer / user / tweet formats |
| YtOP | Python · JS · Tampermonkey | YouTube enhancement suite bridging a userscript overlay with a multi-threaded Python download bridge |
| Hypixel SkyBlock Extractor | Python · Streamlit | Secure Hypixel API v2 data extraction for AI-powered game analytics |
| Campus Assistant | Python · FastAPI · Next.js | Multilingual RAG chatbot for educational institutions (7+ Indian languages) |
| Mighty Fines | Next.js · Stripe · Twilio | Conversion-focused membership platform with tiered Stripe subscriptions and lifecycle SMS |
| SaaS Inspector | TypeScript | Evidence-backed micro-SaaS idea validation engine |
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| Quote | Author |
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| Are you doing things right now that will make your 8 year old and 80 year old self proud? | Varun Mayya |
| 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 |
