AI/ML engineer · Cairo · Taking new projects

I build AI that takes repetitive work off your team.

Document assistants, agent workflows, AI backends and computer vision, built to run in production. Every technical word on this site links to a short plain-English file.

Ismail Ashraf
Ismail Ashraf · AI/ML Engineer
01 · Services

What I can build for you.

Each service says who it is for and what you get. Tap a lime term to learn what it means.

02 · Projects

Watch it work.

A short demo for each project, then the problem, what I built and what changed.

More on GitHub ↗

03 · About

Operator profile.

$ cat about.md

I’m an AI/ML Engineer based in Cairo, Egypt. I build production-oriented AI backends, RAG pipelines, agentic workflows, and computer vision systems, and I turn them into complete, working products.

Retrieve knowledge · Orchestrate workflows · Deliver outcomes
> ROLES
[ai]

AI / ML Engineer

Builds LLM applications with retrieval, tool calling and agentic workflows, and trains models for NLP and vision tasks.

[api]

Backend Engineer

Designs async, well-structured APIs with FastAPI and clean architecture, backed by PostgreSQL and vector databases.

[cv]

Computer Vision Builder

Trains and deploys detection and tracking models with PyTorch, YOLO and ONNX that turn video into useful signals.

> EXPERIENCE

B.Sc. Business Information Systems · New Cairo Academy, Faculty of Commerce · expected 2028

04 · Skills

The toolkit, by job.

My tools, organized by how an idea becomes a working product.

05 · Docs

Every word, explained.

Hear a term you don’t know? Open its file. Each one explains what it is, how it works and when it helps your business.

~/docs
DOCS/
06 · How it works

Simple, step by step.

Step 1

Discuss

We define the problem, the users and what success looks like.

Step 2

Design

I propose the architecture and the plan before writing code.

Step 3

Build

I develop in stages and show you working results along the way.

Step 4

Ship

I deploy, document and hand over a system your team can run.

$ ./start-project

Tell me what slows your business down.

Write a few lines. I’ll reply with a plan and honest advice on whether AI can help, even if the answer is no.

Ismailashraf32@gmail.com
GitHub ↗LinkedIn ↗Kaggle ↗
Project type