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Shehab MohamedSM
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Shehab Mohamed

@shehabmohamed

AI and Computer Vision engineer specializing in Generative AI, LLMs, and production ML systems.

Egypt
Message

What I'm looking for

I seek roles building and deploying production Generative AI and computer-vision systems in collaborative teams, focusing on scalable, compliant, and high-fidelity ML products.

I am an Artificial Intelligence and Computer Vision Engineer with experience designing and deploying enterprise-grade Generative AI systems for clients across the United States and Singapore. I specialize in Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), fine-tuning (QLoRA/PEFT), and production ML pipelines using Python, TensorFlow, PyTorch, and AWS.

I've led B2B adoption of ML recruitment tools, built end-to-end RAG pipelines for clinical summarization with HIPAA-compliant PHI anonymization, and orchestrated multi-agent LLM workflows that serve hundreds of daily queries. My projects include a financial-report analysis agent achieving high extraction accuracy and a real-time CV system for nystagmus detection validated in clinical pilots.

I focus on delivering scalable, compliant solutions that reduce manual work and inference latency while improving model fidelity and reducing hallucinations. I bring strong engineering discipline—DevOps, vector databases, and deployment experience—to translate research-grade models into reliable production systems.

Experience

Work history, roles, and key accomplishments

FA
Current

Artificial Intelligence Solutions Partner

Flowmingo AI

Oct 2024 - Present (1 year 8 months)

Spearhead B2B adoption of ML recruitment tools for 15+ enterprise clients, automating assessment workflows to reduce manual screening by 50% and improving recruitment efficiency by 35% via multi-agent systems and fine-tuned LLMs.

PA

Data Science Intern

PM Accelerator

Aug 2024 - Oct 2024 (2 months)

Built end-to-end RAG pipeline with FastAPI and S3, improving clinical summarization fidelity by 18% and enforcing PHI anonymization across 1.5TB to ensure HIPAA compliance.

NE

AI Agent Engineer Intern

NeuralSeek

May 2024 - Aug 2024 (3 months)

Orchestrated multi-agent Llama-3 workflows and FAISS-backed QA systems serving 500+ daily queries, reducing hallucinations by 35% and cutting inference latency by 45% through production AWS deployments.

Education

Degrees, certifications, and relevant coursework

Cairo University logoCU

Cairo University

Bachelor of Science, Biomedical Engineering

2019 - 2024

Bachelor of Science in Biomedical Engineering with coursework in Machine Learning, Deep Learning, Computer Vision, Data Structures, and Algorithms; degree completed in June 2024.

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