Mahmoud Elkholany at a HUNA community event

AI Software Engineer · Egypt

Mahmoud Hesham Elkholany

AI software engineer building AI applications and backend systems, from architecture to deployment. Led an 11-person engineering team at HUNA and built a clinical AI assistant with physician review, alongside multilingual retrieval systems. Previously evaluated AI-generated code at Outlier AI, analyzed telecom data at Orange Egypt, and taught data science and BI to 50+ students.

My work at HUNA ran from May to October 2026. I’m studying Data Science at Horus University, with graduation expected in 2028.

Experience and responsibilities ↗

View résumé ↗Email me

Open to AI roles, internships, and freelance work.

01 Work

Selected work

What I built, the decisions I made, and what each project delivered.

Freelance client work · Delivered · Private source

MyDoc90 — clinic management platform

A bilingual clinic platform for appointment queues, patient records, prescriptions and front-desk payments, with AI assistance reviewed by the doctor.

TypeScriptReactExpressPostgreSQLDrizzleGeminiDocker

MyDoc90 appointment queue with fictional patients in the local demo.

Project screenshot

Client work · in use

Bulk USSD & Bulk Classifier

Two Flutter/Kotlin tools for telecom campaigns and on-device call-outcome classification.

FlutterKotlinRiverpodSQLite

System illustration

ML study · task implementation

DeepFalcon: jet-image ML

Convolutional VAE reconstruction and graph classification of quark/gluon jets.

PyTorchPyTorch GeometricFlet

Original and reconstructed jet images from the convolutional VAE

Project screenshot

Public contribution · deployment documented

ICPC HUE — Judge0 on Azure

A deployment and application-integration contribution restoring local code testing on a competitive-programming platform.

AzureDocker ComposeNginxJudge0Next.jsTypeScript

Public ICPC HUE platform homepage and competitive programming resources

Project screenshot

Public backend project

Arabic NLP Toolkit API

A lightweight FastAPI service for Arabic normalization, transliteration, tokenization and spelling out numeric amounts.

PythonFastAPIpytestDocker

Conceptual illustration

The wider collection

8 more explorations

01Kalimni — Egyptian Arabic voice to textA voice-input prototype that transcribes Egyptian Arabic and rewrites the transcript into a chosen style.Python / FastAPI 02Arabic / English environmental RAGEnvironmental question answering with multi-hop retrieval and cross-lingual semantic search.RAG / Gemini 03AtmoTwinAn early FastAPI health-check and infrastructure scaffold for a planned sensor digital twin.FastAPI / Docker Compose 04AI CFOFinancial analytics and Claude tool-use chat over company transaction data.React / FastAPI 05Corruption: The JourneyAn original narrative action game developed using the Godot engine.Godot / GDScript 06RaqeebA Flutter device-tracking interface with accessibility screens and MQTT service code.Flutter / Dart 07Factory SentinelAn interactive machine-failure simulator using Markov chains and Bayesian updates.Python / Pygame 08Customer Behavior AnalyticsExploratory telecom churn analysis and feature engineering.Python / SQL

02 Experience

Experience

My roles in software engineering, data analysis, and technical education.

May 2026 – Oct 2026

AI Software Engineer

HUNA

Coordinated an 11-person team across backend, frontend and DevOps, assigning tasks based on technical ability and availability.
Helped reduce project delivery time by approximately 60% against the original estimate by breaking work into smaller tasks and assigning them based on ability and availability.
Owned technical architecture and reviewed 60+ pull requests for implementation quality and consistency; led technical training for interns.

Microsoft Learn Student Club, Horus University

Data Science Lead → Technical Head

Aug 2026 – PresentCurrentPromoted
Technical Head
- Promoted from Data Science Lead. Manage the club’s GitHub organization across Data Science, AI, Cybersecurity, and Embedded Systems for 200+ members.
- Support track heads in delivering practical exercises and projects alongside sessions.
Sep 2025 – Aug 2026
Data Science Lead
- Built the BI curriculum and taught 50+ students Python data processing, multi-table SQL, regression, clustering, and Power BI using business scenarios.

Jul 2026 – PresentCurrent

Microsoft Student Ambassador

Microsoft

Reached 400+ students across six campus sessions introducing Microsoft developer and AI tools.

Jun 2024 – Oct 2024

AI Code Reviewer / Data Analyst

Outlier AI · Remote

Reviewed AI-generated Python across ML and NLP tasks, evaluated reasoning and output quality, and documented factual accuracy and safety issues.

Jul 2023 – Jan 2024

Data Analyst, Telecom

Orange Egypt · Damietta

Cleaned and restructured telecom operational data in Excel and SQL, wrote analysis queries, and contributed to internal documentation.

03 Background

Background and skills

About 7 years of programming, from Python and web development to applied AI.

2019–2021

Foundations

Self-taught HTML/CSS and Python, then object-oriented programming through Pygame, backend fundamentals, automation, and early IoT experiments.

2022–2023

Systems and devices

Flutter applications, hardware integration alongside teammates, Linux, and deployment workflows.

2024–present

Applied AI and engineering leadership

AI applications with real backend integrations, structured model output, retrieval, and technical leadership. Data science and digital twins connect the modeling work to complete systems.

Education

B.Sc. Data Science

Faculty of Artificial Intelligence and Informatics, Horus University of Egypt

2024 — 2028 · Expected graduation