Abdulrahman
AI systems engineer. I build intelligent systems, write about what I learn, and care about craft over hype.
This site is where I think out loud — long-form writing on AI infrastructure, the quiet work of staying curious, and lessons the tutorials leave out.
AI & Machine Learning
- AI agents & tool-use orchestration
- Evals & model selection
- RAG pipelines & vector databases
- LLM integration & prompt engineering
Full-Stack Development
- Next.js / React / TypeScript
- FastAPI / Python
- REST APIs & SSE streaming
- Tailwind CSS v4
Infrastructure & Tools
- Docker & CPU-optimized deployment
- ChromaDB / vector stores & rank-bm25
- Vercel / Netlify / HuggingFace Spaces
- pytest & test suite design
This site. An editorial blog on AI engineering, career notes, and long-form essays — built with Next.js 16, MDX, and a fully custom design system. No component libraries.
Resume Tailor
Paste a job description, get a tailored résumé back. Four specialized agents handle JD analysis, bullet ranking, LLM-driven editing, and a validation pass that rejects hallucinated edits before output reaches you.
Mosaic — Multi-Document RAG Pipeline↗
Upload any mix of documents — PDFs, Word files, code, Markdown — and query across all of them. Returns cited answers streamed token-by-token, with a compare mode for side-by-side analysis and session-based chat memory.
AI Engineer
End-to-end AI engineering as a solo engineer — owning retrieval architecture, model selection, backend service, and frontend integration without handing off between layers. Build for correctness first: hallucination gating, eval-driven iteration, and production-grade retrieval patterns before anything ships to users.
SCADA Engineer
Built Python automation scripts across industrial data logging, alarm processing, and operational reporting — all within a zero-downtime production environment. Operated to production reliability standards throughout: fail-safe design, continuous monitoring, and structured fault response across systems running 50+ live monitoring parameters simultaneously.
Sales Agent & Team Captain
Captained a team of 10+ agents in insurance and financial product sales, coordinating lead distribution and follow-up workflows to consistently meet monthly targets. Conducted client consultations to assess financial needs and match appropriate products.