Everything documented on this wiki is built for pure engineering and learning purposes. Projects here are personal experiments — code written to understand how things work, not to cause harm or advance any real-world agenda.
Any political references, ideological characters, or cultural jokes embedded in projects (yes, including the Soviet stuff) are memes and satire only. Do not take them seriously. The author does not endorse any political ideology, regime, or movement — past, present, or fictional.
All projects documented here are personal, independent, research-oriented builds. They are built to explore technical concepts — machine learning, avionics, browser extensions, Discord bots — and to document the learning process publicly.
None of the projects documented here are production systems, commercial products, or tools intended for use in safety-critical environments without proper independent validation and certification.
Some projects on this wiki contain characters, themes, or humour rooted in cultural references, internet memes, and historical satire. Specifically:
| Project | Disclaimer |
|---|---|
| SLYR | SLYR is an avionics research platform for educational purposes. It is not certified for real flight operations. Never fly any unmanned aircraft system without complying with local aviation regulations (DGCA in India, FAA in the US, etc.). |
| BloatWare | A Discord bot with a satirical Soviet personality. All political references are jokes. The bot runs a fine-tuned LLM — output is AI-generated and may be unexpected. Do not treat its responses as factual. |
| OpenNH-Download | This browser extension is intended for use only with content that is legal in your jurisdiction. The author does not host, distribute, or endorse any third-party content. Users are solely responsible for compliance with applicable laws and terms of service. |
| W.Decision-Matrix | A utility tool. No disclaimers required — it just does maths on your inputs. |
The author provides all code, documentation, and builds "as-is" with no warranties of any kind. You use any project documented here entirely at your own risk. The author is not liable for any damages, data loss, regulatory violations, or other consequences arising from use of any code or documentation on this wiki.
Code shared here is for learning. If you deploy it in a production environment without thoroughly reviewing and testing it yourself, that's on you.
This is a living wiki. Dev logs are written as projects develop — they may contain outdated information, planned features that didn't ship, or notes that made sense at 2am. The code in the architecture sections reflects the state at the time of writing, not necessarily the current repository state. Always check the linked GitHub repos for the latest code.
This wiki links to external sites (GitHub, various documentation pages). The author has no control over those sites' content or availability and is not responsible for anything on them.