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ahmedmmkms/README.md

Illustrated handwritten board: Ahmed's notebook — systems engineer and product manager. Start with people. Make trade-offs visible. Test what matters.

Hi, I’m Ahmed.

Systems engineer · Technical product manager · Researcher & teacher

I’m Ahmed Sadek. My background is in cyber-physical systems, control, and modeling, and I’m an Associate Professor in Computers and Systems Engineering at Minia University.

I enjoy the part of product work where a choice has to be made: what to build first, what to simplify, and what needs more evidence. That’s where I bring my engineering background—especially when software has to work with people, everyday processes, or physical systems.

LinkedIn · Research · Email

From my product notebook

These four developed concept studies show how I work through product decisions across AI, healthcare, industrial systems, and school operations. Each includes a concrete scenario, alternatives, testable requirements, a screen walkthrough, and a validation plan. The assumptions are explicit; customer interviews, prototypes, and pilot results are future work.

Illustration of a person reviewing notes beside a laptop.

AI Operations Copilot

From incident notes to reviewed follow-up tasks: evidence, ambiguity, and the economics of saving a few minutes.

Read the case →

Illustration of a clinical folder, clipboard and carefully handled sample tubes.

Clinical Workflow

Following a laboratory visit from registration to reporting, including mismatched specimens and corrected records.

Read the case →

Illustration of an industrial motor, sensor and a technician's tools.

Predictive Maintenance

Starting with useful signals and explainable alerts before asking a model to predict failures.

Read the case →

Illustration of a parent, child and school staff member meeting at a school entrance.

Safe School Pickup

Making pickup easier to coordinate, with clear authorization and a staff-confirmed handover.

Read the case →

Browse the full catalogue →

A few software projects

Code makes the details harder to avoid. These repositories explore the practical side: bilingual interfaces, integrations, operational workflows, and the work behind a usable product.

The tools behind the work

Python, MATLAB, Simulink, and C++ are part of my engineering background. The software repositories also explore web applications, APIs, databases, cloud deployment, and AI integration.

  • Commerce: Next.js, NestJS, PostgreSQL, Redis, WhatsApp API.
  • Procurement: Next.js, Spring Boot, OpenAPI, PostgreSQL.
  • Delivery: React, Node.js, PostgreSQL, Socket.IO.
  • Payroll: Laravel, Filament, PostgreSQL, queues.

All public repositories

The engineering side of me

I have a PhD in Cyber-Physical Systems. My research includes wind-energy systems, real-time control, system emulation, and autonomous platforms. That work keeps me interested in what happens beyond the screen: timing, uncertainty, physical constraints, and how a system behaves when conditions change.

You’ll find my papers under Ahmed Moustafa and Ahmed M. Moustafa.

How I approach a product problem

I start with the work someone is trying to do. Then I look at the constraints, compare a few realistic options, and choose a small enough scope to learn from.

A few questions keep me honest: What evidence supports this? What are we giving up? What would make us change our minds?

Teaching and research are part of this picture too. I want the reasoning to be clear enough for someone else to question it, whether it ends up in a classroom, a technical discussion, or a product decision.

More about my approach · Systems thinking in practice

Say hello

If you’re working on a product where the engineering and the day-to-day workflow are tightly connected, I’d be glad to compare notes.

Find me on LinkedIn · Send me an email

Illustrations and handwritten boards are editorial artwork. Project details and evidence live in the linked pages.

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    MATLAB implementation of all the Operations Research algorithms and problems solved by me.

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  3. TORCS_Simulink_Client TORCS_Simulink_Client Public

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  4. Operations_Research Operations_Research Public

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    Greenhouse Energy Simulation

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