CV — Ahmed Samir

Education

• B.Sc. in Computers and Artificial Intelligence, Faculty of Computers and Artificial Intelligence, Cairo University — Sep 2023 – Jun 2027

Publications

• Z. Abdelfattah and A. Samir. Optimization of the Evasive-PDFMal Dataset with a Stacking Classifier. Accepted at IUGRC-8 (International Undergraduate Research Conference), 2024 — to appear.

Research Experience

• Researcher, Scientific Research School of Egypt (SRSEG) — Dec 2024 – Present (Remote)
  – Won 1st place in Alexandria Quantum Computing Hackathon.
  – Represented SRSEG at AIMS QTEdu Global Event — 2nd place (Quantathon).
  – Dental X-ray object detection using YOLO; built +10 backbone variants (Swin Transformer, CBAM, pyramid features) achieving 95.5% precision.
• Quantum Mechanics Student Researcher, Pioneer Academics — Mar 2023 – Jul 2023
  – Full scholarship; researched double-donor Tellurium semiconductors and authored a 19-page paper.
  – Graded A and evaluated among top 5% by supervising professor.

Work Experience

• Computer Vision Engineer, Fawry — Sep 2025 – Present (On-site)
  – Continued development of a surveillance project with the R&D team.
  – Collaborated with DevOps to optimize real-time latency.

• Machine Learning Engineer Intern, HERE Technologies — Sep 2025 – Dec 2025 (Hybrid)
  – Recruited after winning 1st place in HERE Technologies Hackathon.
  – Developed a solution to identify spatial patterns using ML.

Awards & Honors

• 1st place — Alexandria Quantum Computing Hackathon.
• 1st place — HERE Technologies Hackathon.
• 2nd place — AIMS QTEdu Quantathon.
• 2nd place — Fawry Rising AI Gen.
• Bronze Medal — Kaggle Image Matching Challenge 2025.
• Bronze Medal — Kaggle BirdCLEF+ 2025.

Technical Skills & Certifications

Languages & Frameworks: Python, PyTorch, scikit-learn, Pandas, NumPy, Matplotlib, React.js
Platforms / Tools: Microsoft Azure, FastAPI, Git/GitHub, Docker, ObsPy
Areas: Computer Vision, Object Detection & Tracking, ML Engineering, RAG / Agentic AI, Time-Series Forecasting

Links

• GitHub: https://github.com/Ahmed-Samir11
• LinkedIn: https://www.linkedin.com/in/ahmed-samir-fcai-cu
• Kaggle: https://www.kaggle.com/ahmedsamir1598

Teaching / Service

• Currently active in many collaborative teams and research communities, including the October Physics Club for high school students.