● AVAILABLE

AI/ML ENGINEER
CAIRO, EG · UTC+3

invert.exe — drag me

yousef.png

ym@cairo — zsh— □

yousef@cairo

role ai/ml engineer · r&d lead

stack pytorch · rag · mlops

gpu cuda 12.4 · a100 40gb

env py3.11 · torch 2.4 · gcp

❭

YOUSEF
MAMDOUH

Status

Available for AI/ML & software roles
Cairo, Egypt · open to remote

Index

01 Work · 02 Stack
03 Path · 04 Contact

RAG Security/LLM Fine-Tuning/MLOps/Computer Vision/Agentic Systems/RAG Security/LLM Fine-Tuning/MLOps/Computer Vision/Agentic Systems/

❭ manifesto

I build
things that
think.

systems over demosdocumented, then shippedmeasured, then trusted

/selected work

(05)

KRONOS

Multi-agent AI platform · local-first2025—26+

AutoFT

Self-maintaining LLM agents · QLoRA2025—26+

Guardian RAG

Secure enterprise retrieval · role-aware2025—26+

Sport Performance Analyzer

Pose estimation · motion analysis2025+

Nest Invest

LSTM forecasting · grade A graduation project2024+

note — on visibilityreadme

Most of my previous engineering work was developed in private company or research repositories, so my public GitHub activity does not represent the full scope of my experience.

I'm gradually publishing selected projects and technical work here.

The goal is to make this profile a practical representation of how I approach:

01Software Engineering

02AI/ML

03Systems Design

04Experimentation

05Production

/stack

(07)

01AI / ML / LLM

core specialization

Prompt EngineeringPyTorchScikit-learnNumPypandasEmbeddings

02LLMOps / Model Lifecycle

automated model operations

Statistical TestingModel PromotionModel Redeployment

03AI Engineering

agentic + retrieval systems

Vector SearchLocal LLMsOllama

04Software Engineering

languages + architecture

PythonJavaScriptTypeScriptC++PHPOOPSoftware ArchitectureRefactoringModularizationREST API Design

05Backend / Web

services + interfaces

FastAPIFlaskNode.jsExpress.jsLaravelReactNext.js

06Data / Retrieval

storage + search

SQLMySQLPostgreSQLQdrantpgvectorDuckDBVector SearchHybrid Search

07Engineering Practices

how the work ships

GitQACode ReviewReproducible ExperimentationJiraConfluenceAgile / Scrum

/experience

(04)

AI/ML Engineer — R&D Execution & Team Lead

YOUXEL Technology · AI Innovation · Remote

Oct 2025 — Jun 2026+

Business Data Analyst (Junior Software Engineer)

GIG Egypt Life Takaful · Cairo

Mar 2025 — Oct 2025+

Backend Developer, Intern

GIG Egypt · New Cairo

Sep 2023 — Oct 2023+

B.Sc. Computer Science, Data Science

Canadian International College (CIC) · Cairo

2020 — 2024+

Let's build
something

mamdouhy614@gmail.com

Phone

+20 111 216 4029

Based in

Cairo, Egypt