Hi, I’m Mohammed K. A. Abed, an Electrical and Electronics engineer turned AI/ML systems architect. I build production-grade AI/ML solutions and lead the development of multi-agent decision-support platforms, including agentic orchestration, hybrid retrieval-augmented generation (RAG), and self-hosted LLM serving on GPU. I’ve shipped end-to-end data pipelines and MLOps, delivering evidence-backed outputs with low-latency retrieval and auditable decision workflows. I enjoy leading teams, defining technical direction, and turning ambitious ideas into reliable, scalable software that respects regulatory requirements.

MOHAMMED K. A. ABED

Hi, I’m Mohammed K. A. Abed, an Electrical and Electronics engineer turned AI/ML systems architect. I build production-grade AI/ML solutions and lead the development of multi-agent decision-support platforms, including agentic orchestration, hybrid retrieval-augmented generation (RAG), and self-hosted LLM serving on GPU. I’ve shipped end-to-end data pipelines and MLOps, delivering evidence-backed outputs with low-latency retrieval and auditable decision workflows. I enjoy leading teams, defining technical direction, and turning ambitious ideas into reliable, scalable software that respects regulatory requirements.

Available to hire

Hi, I’m Mohammed K. A. Abed, an Electrical and Electronics engineer turned AI/ML systems architect. I build production-grade AI/ML solutions and lead the development of multi-agent decision-support platforms, including agentic orchestration, hybrid retrieval-augmented generation (RAG), and self-hosted LLM serving on GPU.

I’ve shipped end-to-end data pipelines and MLOps, delivering evidence-backed outputs with low-latency retrieval and auditable decision workflows. I enjoy leading teams, defining technical direction, and turning ambitious ideas into reliable, scalable software that respects regulatory requirements.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
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Language

Arabic
Fluent
English
Fluent
Turkish
Advanced
French
Beginner

Work Experience

Founding AI / Machine Learning Engineer at DoctorFollow AI
October 1, 2025 - Present
Led development of production AI/ML features for DoctorFollow AI, architecting multi-agent decision-support workflows with tool calling, and deploying self-hosted LLMs on GPU. Implemented a hybrid RAG layer for low-latency retrieval across vector, graph, and full-text stores; designed an automated eval harness for hallucination and failure-mode analysis; managed end-to-end AWS-based infrastructure, CI/CD, monitoring, and cost optimization.
Machine Learning Engineer at Cognizen R&D Engineering and Software
June 1, 2023 - December 1, 2023
Contributed to R&D efforts in AI/ML engineering, prototyping models, building data pipelines, and delivering experimental results suitable for production. Collaborated with cross-functional teams to translate research into scalable software.
AI / ML Research Engineer at UMRAM, Bilkent University
July 1, 2022 - October 1, 2022
Engaged in AI/ML research focusing on multi-agent systems and decision-support workflows; developed experimental pipelines and validated models for potential healthcare and radiology applications.

Education

B.Sc. Electrical & Electronics Engineering at Bilkent University
September 1, 2019 - January 1, 2025

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet, Computers & Electronics, Healthcare, Professional Services, Education