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Omar Muhammad

@omarmuhammad1

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AI engineer building agentic systems and open-source tools that make AI-generated code verifiable.

Egypt

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As an independent AI Engineer / Agentic Systems Developer, I build custom agents, MCP servers, reusable agent skills, and context-engineering workflows grounded in real codebases. I designed a milestone-orchestration skill that breaks projects into briefs, dispatches sub-agents, and verifies results against git.

I also author open-source tools for verifying AI-generated code and serving codebase knowledge graphs to agents. My independent work includes confidential client web apps now in production, developed with LLM assistance and manual review, testing, and hardening.

At Cloudpoint.fi, I owned Node.js microservices for production apps and improved API throughput with async count queries and a shared Redis cache pattern. Earlier at Roots Solutions, I led a 3-person team delivering an ERP web application, including its real-time layer and integrations.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer / Agentic Systems Developer

Current

Independent

Jan 2026 - Present (9 months)

Builds agentic AI systems end-to-end, including custom agents, MCP servers, and context-engineering pipelines. Designed a milestone-orchestration agent skill and authored open-source AI-dev tooling.

Context Engineering AI Agent Development MCP Servers Multi agent orchestration Agent Skills and Tooling Prompt Engineering Claude and OpenAI APIs RAG Pipeline Embeddings and Vector DBs Document Chunking LLM Hosting Chatbot Development Verification Gates Local LLM Agents

Backend Developer

Cloudpoint.fi

Jul 2022 - Dec 2025 (3 years 5 months)

Owned critical Node.js microservices end-to-end for high-traffic production apps. Re-architected pagination, introduced a shared Redis cache pattern, and defined API versioning strategy.

NodeJS JavaScript Microservices REST Redis Sequelize API Versioning Docker CI CD Observability Mentorship

CS Instructor (part-time)

iSchool

Apr 2022 - Sep 2022 (5 months)

Taught programming and algorithms to students aged 6–16 and authored course materials.

Teaching Programming Algorithms Curriculum Development

Software Developer & Team Lead

Roots Solutions

Sep 2020 - Apr 2022 (1 year 7 months)

Led a 3-person team delivering a large ERP web application end-to-end, including architecture, database design, and real-time infrastructure. Built the Socket.IO real-time layer and integrated payment gateways, biometric devices, and GPS tracking.