HUNA · delivered work
Clinical AI assistant
Structured AI assistance for prescription workflows, with a physician reviewing every suggestion.
Applied AI Engineer · Egypt
Mahmoud Hesham Elkholany
I build AI applications and the backend systems behind them. My recent work includes a clinical assistant with physician review, Arabic/English search, and telecom tools used on client devices.
At HUNA, I handle architecture and code review for an 11-person engineering team. I’m also studying Data Science at Horus University, with graduation expected in 2028.
Experience and responsibilities ↗Open to AI roles, internships, and freelance work.
01 Work
Selected work
What I built, the decisions I made, and what each project delivered.
HUNA · implemented
Arabic / English environmental RAG
Environmental question answering with multi-hop retrieval and cross-lingual semantic search.
Client work · in use
Bulk USSD & Bulk Caller
Two Flutter/Kotlin tools for telecom campaigns and on-device call-outcome classification.
Independent project · simulated sensors
AtmoTwin
An environmental sensor digital twin with anomaly detection and what-if simulation.
The wider collection
7 more explorations02 Experience
Experience
My roles in software engineering, data analysis, and technical education.
AI Software Engineer
HUNA
- Founding technical member of the Technology sector; own architecture and PR review for an 11-person engineering team across backend, frontend, and DevOps. Reviewed 60+ PRs and led technical training for interns.
- Built a Gemini-backed clinical AI assistant with validated structured output, physician review, voice dictation, and per-user rate limiting.
- Built environmental question answering with multi-hop retrieval and cross-lingual Arabic/English semantic search.
Technical Head
Microsoft Learn Student Club, Horus University
- 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.
Microsoft Student Ambassador
Microsoft
- Reached 400+ students across six campus sessions introducing Microsoft developer and AI tools.
Data Science Lead
Microsoft Learn Student Club, Horus University
- Built the BI curriculum and taught 50+ students Python data processing, multi-table SQL, regression, clustering, and Power BI using business scenarios.
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.
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 graduationApplied AI
Backend and delivery
Data and connected systems
04 Credentials
Certificates and recognition
A growing collection of courses, practical learning, and community recognition.
Browse the complete credential directory
Showing 6 of 33 credentials
05 Contact
Get in touch
Have a role or project in mind?
Open to internships, junior AI engineering roles, and freelance projects. Available for remote work and on-site opportunities in Cairo or Damietta.