Rashed Mamdouh
Machine Learning And AI Engineer
Summary
- Machine Learning and Deep Learning Engineer .
- Hardworking and passionate job seeker with strong organizational skills eager to secure entry-level [Artificial Intelligence and Machine Learning] position. Ready to help team achieve company goals.
Overview
1
1
year of professional experience
3
3
Languages
Work History
University teaching assistant
Faculty of Computers and Data Science Alexandria University
10.2024 - Current
- Course Assistance: Provided academic support and guidance in courses such as ["Data Structures," "Machine Learning," "Artificial Intelligence," etc.]
- Tutorials and Labs: Conducted tutorials, lab sessions, and workshops to reinforce theoretical concepts and hands-on programming skills in [Relevant Languages/Frameworks - e.g., Python, Node.js, etc.]
- Assessment and Grading: Assisted in the preparation of exams, quizzes, and assignments, ensuring timely feedback and accurate evaluation
- Mentoring and Support: Provided academic guidance to students, helping them in projects, clarifying concepts, and preparing for exams
- Research Support: Collaborated with faculty on research projects in areas such as [Research Areas - e.g., machine learning, deep learning, or AI applications]
- Technical Expertise: Specialized in technologies including [List Technologies - e.g., Python, TensorFlow, Node.js, etc.], contributing to innovative web and AI-driven applications
- Language Skills: Leveraged bilingual abilities (Arabic, English, Chinese) to assist a diverse group of students and collaborate on research projects
Machine Learning and Deep Learning Trainee
Digital Hub-My Communication
01.2024 - 05.2024
- AI Fundamentals and Tools Mastery: Mastered AI concepts including Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning (RL)
- Learned to differentiate and apply various AI tools such as TensorFlow, Keras, PyTorch, and Scikit-learn
- Python Programming & Data Science: Refreshed foundational Python programming skills, with a focus on data modeling and data science methods
- Applied Python for ML, DL, and RL, working on real-world use cases to develop AI solutions
- Computer Vision Applications: Developed Convolutional Neural Networks (CNNs) from scratch to process images and videos
- Conducted projects involving OpenCV to create real-time object detection models
- Natural Language Processing (NLP) & Speech Recognition: Engaged in text clustering, classification, document embedding, and sentiment analysis projects
- Developed and deployed models for converting speech to text and text to speech, with both offline and online capabilities
- Chatbot Development: Applied design thinking to create chatbots from scratch
- Published chatbots using APIs and conducted projects on platforms like OpenWeaver
- Reinforcement Learning (RL): Explored fundamental and advanced concepts in RL, including sample-based learning methods
- Developed models for prediction and control in various reinforcement learning scenarios
Robotics Trainee
Faculty of Computers and Data Science Alexandria University
10.2023 - 10.2023
- Robotics Fundamentals: Acquired comprehensive knowledge of robotics, including the mechanical and electrical components essential for building and controlling robots
- Mechanical and Electrical Design: Designed and constructed an RC robot with a focus on mechanical and electrical integration
- Utilized tools like SolidWorks for mechanical design and DipTrace for PCB design
- Programming and Control: Implemented embedded C programming to run the robot, including motor control and sensor integration
- PCB and SolidWorks Design: Gained proficiency in designing PCBs and mechanical components using SolidWorks, ensuring functional integration with electrical systems
- Design Applications Training: Trained in the use of design applications such as Proteus and DipTrace for PCB and circuit design
- Teamwork and Problem Solving: Collaborated effectively in teams, addressing challenges and solving problems collectively
Education
Bachelor of Science - Intelligent Systems
Faculty of Computers And Data Science Alexandria University
Alexandria, Egypt 05.2020 - 2024.06
Skills
Python
Timeline
University teaching assistant
Faculty of Computers and Data Science Alexandria University
10.2024 - Current
Machine Learning and Deep Learning Trainee
Digital Hub-My Communication
01.2024 - 05.2024
Robotics Trainee
Faculty of Computers and Data Science Alexandria University
10.2023 - 10.2023
Bachelor of Science - Intelligent Systems
Faculty of Computers And Data Science Alexandria University
05.2020 - 2024.06
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