Open to opportunities

Abdelrahman Marwan

@abdelrahmanmarwan

Message

Backend-focused software engineer with strong AI experience and proven leadership in team projects.

Egypt

Message

What I'm looking for

I seek backend/AI roles where I can build and deploy robust services, work with modern ML pipelines, lead teams, and continue technical growth in collaborative environments.

I am a software engineering graduate with a strong academic record and a passion for backend development and AI. I excel at designing robust services and integrating modern AI pipelines to deliver production-ready features.

I have led multiple team projects, including an NFC-based attendance system, a solar-powered smart irrigation system, and a graduation project where I managed a team of five and built backend services with FastAPI.

My AI work includes building a Retrieval-Augmented Generation pipeline using Gemini 2.5, Groq API, ChromaDB, and the BAAI/bge-m3 embedding model, and delivering a freelancer project that produced a network attack classifier with 92%+ accuracy using an FT Transformer and LIME for explainability.

I am organized, detail-oriented, and an effective communicator who enjoys mentoring — I lecture for the ICPC BTU community and have solved 100+ problems on Codeforces — and I continuously learn new tools to improve system design and model deployment.

Experience

Work history, roles, and key accomplishments

Current

Instructor & Community Leader

Current

ICPC BTU Community

Feb 2024 - Present (1 year 8 months)

Delivered problem-solving lectures and mentored students in competitive programming; personally solved 100+ Codeforces problems to demonstrate techniques and best practices.

Algorithms Data Structures Competitive Programming Mentoring Public Speaking Problem Solving

Team Leader, Graduation Project

Beni Suef Technological University

Sep 2024 - Jun 2025 (9 months)

Led a 5-person team to design and implement backend and AI features using FastAPI and a RAG pipeline (Gemini 2.5, Groq API, ChromaDB), managing deployment via GitHub and Render to deliver a multilingual AI service.

fastAPI RAG ChromaDB Embeddings GitHub Render Team Leadership

Team Leader, Attendance System

Beni Suef Technological University

Sep 2023 - Jan 2024 (4 months)

Led development of an NFC-based attendance system using Arduino and NFC sensors, implemented in C++ to automate student check-in and streamline record-keeping.

C++Arduino NFC Embedded Systems Hardware Integration System Design

Team Leader, Smart Irrigation Project

Beni Suef Technological University

Feb 2023 - Jun 2023 (4 months)

Led development of a solar-powered smart irrigation system using Arduino, soil moisture sensors, and automated pump control to optimize water management.

C++Arduino Embedded Systems Sensors Solar Energy Automation)

Freelance ML Engineer

Freelance

Developed a network attack classifier: preprocessed large-scale traffic data, trained an FT-Transformer achieving 92%+ accuracy, and integrated LIME for explainable predictions and contextual sample analysis.

Python FT Transformer data preprocessing LIME Explainable AI Network Security

Education

Degrees, certifications, and relevant coursework

Beni Suef Technological University

Bachelor of Science, Information Technology

2021 - 2025

Activities and societies: Class Team Leader; led multiple student projects (NFC attendance, smart irrigation) and the graduation project focusing on backend and AI.

Pursuing a degree in Information Technology with top-of-class standing and leadership roles in team projects and competitions.