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mohamad mehdi diabMD
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mohamad mehdi diab

@mohamadmehdidiab

AI instructor at ZAKA and founder of CardYard.ai, building LLM-powered party-game cards and practical healthcare AI training.

Lebanon
Message

At ZAKA, I designed and delivered a 12-week AI in Healthcare course, creating its curriculum, labs, and supporting materials from scratch. I also developed and instructed an Agentic AI Bootcamp focused on building data-driven agents and automation pipelines.

I built CardYard.ai, a web platform that generates playable party-game cards using LLMs, and designed prompt pipelines and safety filters for it. At Stability AI, I fine-tuned text-to-image models and curated prompt datasets, and was credited as a contributor to SDXL development.

Experience

Work history, roles, and key accomplishments

ZA
Current

AI Instructor

ZAKA

Sep 2025 - Present (1 year 1 month)

Designed and delivered a 12-week AI in Healthcare course, building the full curriculum, labs, and supporting materials from scratch. Developed and instructed an Agentic AI Bootcamp, training participants to architect complex, data-driven AI agents and autonomous automation pipelines using n8n and LangChain nodes for real-world applications.

CA
Current

Founder

CardYard.ai

Aug 2025 - Present (1 year 2 months)

Built and launched a web platform that generates playable party-game cards using LLMs. Designed prompt pipelines and safety filters to improve output quality and reduce unsafe or low-quality generations, and shipped a full-stack freemium-to-premium product using Cursor, Claude Opus, and GPT-4o assistance.

PublicPrompts.art logoPU
Current

Founder

PublicPrompts.art

Oct 2022 - Present (4 years)

Built and launched a public, copyright-free library of curated prompts for multiple AI models. Released open-source Stable Diffusion models and resources freely available to the community, and led a Discord community providing prompt guidance and AI technical support to thousands of users.

American University of Beirut logoAB

Research Fellow

American University of Beirut

Apr 2025 - Dec 2025 (8 months)

Contributed to the development of AI-driven tools supporting digital pathology workflows. Applied machine learning methods to assist diagnostic processes in neuro-oncology.

VA

GenAI Engineer - Video Model Specialist

Veesual AI

Apr 2025 - Jul 2025 (3 months)

Researched and evaluated AI video generation models for fashion use cases (Veo, Kling, Runway, Hailuo, Seedance). Conducted prompt experimentation using GPT and Gemini to improve output controllability and visual consistency, and designed n8n automation workflows to streamline experimentation cycles and delivery pipelines.

OpenArt logoOP

ML Specialist & Prompt Engineer

OpenArt

Oct 2022 - May 2025 (2 years 7 months)

Authored the Stable Diffusion Prompt Book and The Most Complete Guide to Stable Diffusion Parameters, and created prompt sets for the platform's photobooth feature. Benchmarked and evaluated LLMs (ChatGPT, Claude, DeepSeek, Gemini) for task-specific performance and contributed to community prompting initiatives as a designated Prompt Engineer.

Stability AI logoSA

Model Fine-tuner & Prompt Curator

Feb 2023 - Mar 2025 (2 years 1 month)

Fine-tuned text-to-image models and curated prompt datasets for diverse generation use cases. Built and documented ComfyUI workflows to standardize evaluation and ensure output quality, and tested new generation techniques and optimized model parameters; acknowledged contributor to SDXL development and credited in the SDXL research paper.

YO

ML Specialist & Prompt Engineer

Yokai.ai

Nov 2022 - Nov 2023 (1 year)

Developed structured prompt systems to improve output consistency across Yokai.ai services. Fine-tuned LoRA models for targeted artistic styles and characters, iteratively improving generation quality.

Education

Degrees, certifications, and relevant coursework

American University of Beirut logoAB

American University of Beirut

Diploma, Artificial Intelligence & Data Science

One-year intensive program covering machine learning, deep learning, data science, AI for health, Arabic NLP, AI ethics, and data analytics for public policy.

Beirut Arab University logoBU

Beirut Arab University

MBBCh, Medicine and Surgery

2015 - 2021

Bachelor's degree in Medicine and Surgery, including clinical rotation at Alexandria University and postgraduate internship at Makassed General Hospital and Rafik Hariri University Hospital.

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