Shehab Mohamed
@shehabmohamed
AI and Computer Vision engineer specializing in Generative AI, LLMs, and production ML systems.
What I'm looking for
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
Artificial Intelligence Solutions Partner
Flowmingo AI
Oct 2024 - Present (1 year 2 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.
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.
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
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.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Social media
Job categories
Skills
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