Building a reasoning model for coding تطبيق عملي
With Ahmed Elemam on his channel: a hands-on walkthrough of building a reasoning model for coding. Placeholder summary: rewrite in your own words.
I’m Moaz, an AI engineer.
LLM post-training, agentic systems and retrieval, from dataset to deployment.
I’ve always wanted to understand how things work, then explain them, then build them better. At eleven it was circuits and robots. Today it’s language models that learn, reason and act.
AI systems, from research models to the products around them.
Explore 494 NASA space-biology papers with hybrid RAG and knowledge-graph retrieval, running entirely in the browser. Built at NASA Space Apps Cairo 2025.
Graduation project: teaching small language models to correct themselves over multiple steps, through distilled agentic loops, SFT and GRPO, to get past the “Reasoning Cliff”.
A multi-agent clinical nutrition system in LangGraph: specialized agents plus linear-programming meal planning and a two-layer check for medical safety and macro accuracy.
I turned to research in my third year and made my graduation project a research project.
With Ahmed Elemam, in Google DeepMind’s Gemma 4 Developer Agent Competition, running until December 2026.
Interests LLM post-training · RL for language models · Agentic systems · Retrieval
Every project is linked to the skills and tools used to build it. Hover or tap a project, a skill or an area to trace its links.
Eleven years of building, leading and competing, newest first. Each entry sits in the year it started.
I lead with an eye on impact, building every team I work with into a system that keeps evolving long after my term ends.
Sessions where I build and explain AI systems end to end.
I started freelancing at 16 and delivered more than sixty software projects before moving fully into AI.
As a kid it was robots and circuit boards, and second place at FEE Robotics in 2017. Then came web products, marketing and the servers that ran them. Today it’s language models.
None of it is the job; all of it shapes how I do it.
Robots, smart homes and custom PCBs. 2nd place, FEE Robotics 2017.
Aerospace, flight and how the universe works.
Freelance engineering, Linux servers and a hosting business.
Leading teams and projects, and taking what I build to market.