Coupled thermal modeling
A conducting slab coupled to Al–Zr cluster kinetics, with thermal and chemical history carried between processing and service.
Current project work
Kepler · Scientific Computing
Computational physics prototypes built around explicit models, reference calculations and verifiable outputs.
Numerical verification
Independent solver comparisons, conservation checks, selected resolution refinements and automated tests of command-line inputs and outputs.
Scientific AI evaluation
Reference checks for AI-generated solutions, including generalized eigenvalue problems, repeated modes and directional sensitivity.
Current applications focus on materials physics and mechanics. Heat transport and numerical validation provide methodological overlap with geophysical and environmental modeling. These prototypes use synthetic inputs and have stated scientific and execution limits.
Selected work
Featured Projects
Scientific prototypes, a Python constraint solver, workflow software and Unreal Engine game designs. Open a card for its approach and current status.
Core philosophy
Engineering Principles
From scientific calculations to interactive software, I build around explicit assumptions, reproducible behavior and checks against known results.
⚙️
C++ firstGameplay logic in C++; Blueprints wire data and visuals.📊
Data-driven designTuning lives in Data Assets and tables, never in magic numbers.🎲
DeterminismSeeded randomness and replayable state, so bugs can be reproduced.🧪
Verified, not assumedReference tests, tolerances and property tests before every commit.⏱️
Frame budget60 fps as a requirement, measured with profiling rather than guesswork.🌐
Server authorityClients send intent; the server validates it and replicates the result.🧩
Separation of concernsRules engines stay independent of rendering and UI.📝
Honest historySmall commits that explain why. AI assistance is credited, never hidden.Expertise
Technical Expertise
The tools and techniques I use, from engine systems to the numerical methods underneath.
🎮 Unreal Engine 5
🧮 Scientific Computing
🧠 Algorithms & AI
🧪 Testing & Quality
💻 Languages
🚀 Tooling & Delivery
Behind the code
Trained in mechanics.
Driven by questions.
My background in mechanics shapes how I build scientific and production software: define the model, make assumptions explicit, check against known answers, and measure behavior. Kepler gives that approach a practical focus in numerical modeling and scientific evaluation.
Experience
Current project · 2026Scientific Computing & AI Evaluation · Kepler
Project work on coupled thermal and kinetic prototypes, reference calculations, numerical checks and evaluation of AI-generated scientific solutions.
2026Numerical Solver / Structures Task Contributor · Prometheus
Built structural-engineering benchmark tasks for AI coding agents, with reference solutions, tests, scoring logic and reproducible evaluation.
2025 – 2026Railway Secretariat System · Egyptian National Railways
Production correspondence system in Flutter with Clean Architecture, OCR/PDF import, authentication hardening and Docker deployment.
2017 – presentAndroid / Flutter Developer · Freelancer.com
Mobile, desktop and web applications with automated tests and deployment workflows.
2016 – presentAI Trainer / Data Quality Specialist
Prompt writing, response evaluation, STEM rubrics and bilingual (Arabic/English) quality review.
Education & Training
2024B.Sc. Computer Science · Cairo University
2012B.Eng. Mechanical Engineering · Higher Technology Institute
English program.
OnlineAlgorithms · Princeton University
2024 – 2025Embedded Linux · Luxoft Egypt, Orange Digital Center