2021
- Learned C++ fundamentals (STL, OOP, data structures)
- Practiced problem-solving on CodeForces
2022
- Earned HackerRank Certificates (Basic & Intermediate Problem Solving)
- Completed Data Analysis specializations (Python, SQL, Tableau) via Udacity & Coursera
- Worked as a Data Analysis Instructor (Probability, SQL, Statistics)
- Completed first Data Science internship
2023 – Graduation Project
- Embedded AI Medical Quadcopter: Implemented YOLO for detection
- Explored path-planning and motion planning algorithms
- Joined Nile University as Teaching & Research Assistant
2024
- Advanced C++ development (LeetCode, system/game implementations)
- Conducted algorithm optimization research
- Became C++ & AI Instructor at Route Academy
- Began M.Sc. in Informatics / AI at Nile University
2025 – Present
- Conducting research in Computer Vision
- Self- & Semi-supervised Learning
- Vision-Language Models (VLMs)
- Seeking Research Collaborations and R&D Roles