I’m Abdul Rehman, an AIOps Engineer at Al Nafi building where automation, intelligent software, and reliable operations meet.
🔭 Building practical AI tools, APIs, and operational workflows at Al Nafi
🌱 Growing deeper into observability, LLM applications, RAG, agents, and reliable system design
💬 Ask me about Python, machine learning, backend engineering, automation, APIs, and turning messy problems into working software
⚡ Fun fact: The best automation is the kind people notice only when it stops working.
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An AI service that turns domain knowledge into accessible, LLM-powered responses. 
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A semantic search and recommendation workflow using embeddings, LangChain, Chroma, and Gradio. 
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An AI planning workflow that turns natural-language goals into actionable subtasks.
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A books library application built with a REST API on top of Flask. 
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Some of my most hands-on AI work lives in private projects:
- Multi-agent research systems that break down complex questions, search the web, critique findings, and produce cited reports—with semantic caching, budget-aware execution, and graceful failure recovery.
- AI content automation that generates SEO-ready articles, supports human review, and publishes or schedules content through a WordPress API.
- Grounded legal AI using document embeddings, vector retrieval, tool-using agents, FastAPI, and a chat interface to return source-aware answers.
Alongside my personal projects, I’ve contributed to a portfolio of AI-powered products and practical software systems at Al Nafi:
| Project | Focus |
|---|---|
| Videogen | AI-assisted video generation and media workflows |
| KOMPASS | Product engineering and intelligent workflow development |
| Orai | AI product development and automation |
| Clipper | Practical software tooling and workflow automation |
| AI Marketing Agent | AI-powered marketing and content automation |
| Medicore | Applied product engineering for the healthcare domain |
| Qubix | Intelligent product systems and platform development |
| Capability | Hands-on focus |
|---|---|
| AIOps & automation | AI-assisted workflows · task planning · operational tooling · workflow automation |
| Backend engineering | REST APIs · Django · FastAPI · Flask · authentication · testing |
| AI / ML delivery | LLM applications · RAG · embeddings · semantic search · TensorFlow · statistics |
| Data & reliability | SQL · PostgreSQL · Chroma · Docker · Linux · Git · monitoring-minded development |
I’m always interested in thoughtful conversations about AI, machine learning, developer tools, and building products that matter.