opensource dev | independent researcher | nerdstuff
I build local tools, open datasets and practical research projects around security, language models and things that interest me.
Most of my work starts as a question or a tool I wanted for myself. If it turns out useful, I clean it up and put it online.
AI security · Local LLMs · Dataset engineering · Mechanistic interpretability · Multi-agent systems · Cool stuff · OSINT · Physical security systems
- auto-md — Turn files, folders and GitHub repositories into clean Markdown for LLM and RAG workflows.
- abstract-agent — Local multi-agent research workflow for exploring literature, novelty and hypotheses.
- Mechanistic Interpretability / MechaMap — Research notes and open tools for inspecting transformer internals.
- multi-agent-secops-llm — Experiments with LLM agents for security operations and analysis.
- physical-security-dev — Practical notes for CCTV, access control and physical-security development.
- Python OSINT Notebook — OSINT tooling, Python automation and intelligence workflows.
- dnd-llm-game — Local multi-LLM role-playing and interactive storytelling.
- Research Papers — Academic documents for OCR, classification and multimodal research. DOI
- Open-MalSec — Open cybersecurity data covering phishing, malware, vulnerabilities, fraud and hostile communications. DOI
- Infosec Tool Output — Structured security-tool output for blue-team and security-agent research. DOI
- Open-MalSec was used as an experimental cybersecurity corpus in the peer-reviewed paper Toward Equitable Arabic Cybersecurity Literacy.
- LLM Dataset Formats 101 was cited in the WaveformQA research preprint.
That’s pretty much it, feel free to reach out <3
~92 is only half way