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I’m an AI engineer and systems builder with hands-on experience designing, orchestrating, and deploying Generative AI applications across Retrieval-Augmented Generation (RAG), multi-agent systems, and LLM workflow automation. I have a strong engineering foundation and a track record of translating complex AI concepts into deployable, user-impactful products. I’m currently developing ContextGraph, a middleware-based system that builds efficient context pipelines for agentic coding workflows to reduce token waste and improve reasoning performance.…I’m an AI engineer and systems builder with hands-on experience designing, orchestrating, and deploying Generative AI applications across Retrieval-Augmented Generation (RAG), multi-agent systems, and LLM workflow automation. I have a strong engineering foundation and a track record of translating complex AI concepts into deployable, user-impactful products. I’m currently developing ContextGraph, a middleware-based system that builds efficient context pipelines for agentic coding workflows to reduce token waste and improve reasoning performance.

Mohamud

AI Engineer, Data Scientist, Full Stack Developer, +2

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I’m an AI engineer and systems builder with hands-on experience designing, orchestrating, and deploying Generative AI applications across Retrieval-Augmented Generation (RAG), multi-agent systems, and LLM workflow automation. I have a strong engineering foundation and a track record of translating complex AI concepts into deployable, user-impactful products. I’m currently developing ContextGraph, a middleware-based system that builds efficient context pipelines for agentic coding workflows to reduce token waste and improve reasoning performance.…I’m an AI engineer and systems builder with hands-on experience designing, orchestrating, and deploying Generative AI applications across Retrieval-Augmented Generation (RAG), multi-agent systems, and LLM workflow automation. I have a strong engineering foundation and a track record of translating complex AI concepts into deployable, user-impactful products. I’m currently developing ContextGraph, a middleware-based system that builds efficient context pipelines for agentic coding workflows to reduce token waste and improve reasoning performance.

Available to hire

I’m an AI engineer and systems builder with hands-on experience designing, orchestrating, and deploying Generative AI applications across Retrieval-Augmented Generation (RAG), multi-agent systems, and LLM workflow automation. I have a strong engineering foundation and a track record of translating complex AI concepts into deployable, user-impactful products.
I’m currently developing ContextGraph, a middleware-based system that builds efficient context pipelines for agentic coding workflows to reduce token waste and improve reasoning performance.

Skills

Experience Level

Expert

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Intermediate

Intermediate

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Intermediate

Intermediate

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Intermediate

Language

English

Fluent

Work Experience

AI Data Specialist (Contractor) at Outlier AI and Mercor

April 1, 2024 - November 25, 2025

Context & Prompt Engineering: designed multi-turn, context-aware prompts and retrieval flows that challenged models to reason, defer to external tools, and deliver explainable outputs. Agent Workflow Design: crafted prompts and triggers to push LLMs into structured tools and RAG use, enabling external retrieval and decision support. Evaluation Pipelines: built structured test sets and gold datasets to stress-test model reliability, surfacing performance gaps in classification, reasoning, and open-domain tasks. Audit & Guardrails: QA on high-volume annotation pipelines, ensuring alignment with evaluation criteria, safety standards, and reproducibility.

Housing Officer at Serco

May 1, 2025 - May 1, 2025

Data Systems & Workflow Automation: Streamlined internal reporting and case-tracking systems, reducing manual error by 20%. Cross-Team Collaboration: Supported operations teams by improving data visibility through better tracking and documentation.