Looking for a job

Marc Amgad

@marcamgad

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I build explainable AI systems and full-stack platforms for high-impact applications.

Egypt

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What I'm looking for

I'm looking to build and deploy impactful AI, machine learning, and full-stack systems, particularly in explainable AI, medical imaging, NLP, secure distributed systems, or applied research. I value hands-on engineering, technical ownership, and opportunities to grow.

I built MMAF-CD, a PyTorch multi-modal cancer-detection framework covering 16 organs and 57 cancer subtypes. Its hierarchical FiLM router achieved 98.44% organ-routing accuracy, while a six-layer explainability engine and uncertainty-aware reliability layer supported trustworthy clinical predictions.

At TG75 for Integrated Systems, I built GNSS signal-simulation tooling in GNU Radio and Python, RF configuration software, IoT blockchain ledger components, automated battery-testing workflows, and agentic software components. I earned an Exceptional performance rating while contributing across embedded systems, secure distributed systems, internal databases, and source-code security reviews.

I also build end-to-end AI and backend products, including an Arabic legal NLP system with OCR, BPE tokenization, Transformer pre-training, and legal-risk classification. As a Junior Teaching Assistant at GUC, I teach algorithms, data structures, OOP, Python, Java, and declarative AI to more than 50 students.

Experience

Work history, roles, and key accomplishments

Current

Junior Teaching Assistant

Current

German University in Cairo

Jan 2023 - Present (3 years 8 months)

Taught algorithms, data structures, and OOP to 50+ students. Ran Python and Java labs and guided students in declarative AI (Prolog) and logic programming.

Python Java Prolog Algorithms Data Structures Object Oriented Programming

Computer Engineering Intern

TG75 For Integrated Systems, LLC

Sep 2025 - Mar 2026 (6 months)

Contributed to autonomous AI agents, GNSS signal simulation, blockchain for IoT, RF configuration, and automated battery test systems. Rated 'Exceptional' in final supervisor evaluation.

Python NodeJS Spring Framework MySQL LevelDB GNU Radio Prometheus Grafana Proxmox Ubuntu Git GitHub Gitea

Cybersecurity & Network Infrastructure Intern

Xpand Academy

Jun 2025 - Aug 2025 (2 months)

Worked in SOC workflows with real-time threat monitoring and incident response. Used Palo Alto Networks and Google security tools and designed secure cloud-based network architectures.

SOC Threat Monitoring Incident Response Palo Alto Networks Google Cybersecurity Cloud Security

Education

Degrees, certifications, and relevant coursework

German University in Cairo

Pre-Master's Programme, Computer Science & Engineering

2026 -

Pursuing a Pre-Master's Programme in Computer Science & Engineering, currently in progress.

German University in Cairo

Bachelor of Science, Computer Science & Engineering

Grade: 1.6 (German scale), A+ thesis

Activities and societies: Coursework: Algorithms, Artificial Intelligence, Data Structures, Cloud Computing, Software Engineering, Networks, Databases, OOP, Logic Programming (Prolog).

Graduated with a B.Sc. in Computer Science & Engineering from the Faculty of Media Engineering & Technology. Achieved a GPA of 1.6 on the German scale (equivalent to 3.1/4.0 U.S.) and an A+ on the bachelor's thesis.