Ehab Bellkasy

AI & Machine Learning Specialist

CONTENTS

1. About Me

3. Soft Skills

5. Project: Exploratory Data Analysis (EDA) Project

7. Experience

2. Core Skills

4. Project: Generative AI Capstone Project

6. Education

8. Contact

About Me

I am an Electrical and Computer Engineering graduate with strong foundations in embedded systems, telecommunications, and programming. In addition to my engineering background, I have specialized training in Artificial Intelligence and Machine Learning, with hands-on experience in deep learning, generative AI, computer vision, and natural language processing. My goal is to bridge the gap between engineering systems and intelligent AI-driven solutions.

Core Skills

Programming

Python (NumPy, Pandas, Matplotlib, Seaborn), C (Embedded & ANSI), SQL, API Integration.

Engineering Tools

Microcontrollers (AVR, ARM), RTOS, Autosar, CAN/LIN protocols, Digital Circuits.

AI & Data Science

Data preprocessing, visualization, machine learning models, deep learning architectures, attention-based NLP, transfer learning.

Other Tools

GitHub, Blender (3D modeling & animation), MySQL.

Generative AI

LLM fine-tuning, Prompt Engineering, GANs, Hugging Face models.

Soft Skills

Teamwork & Collaboration: Effective working with cross-functional teams, sharing knowledge, and solving problems collectively.

Communication: Strong presentation and documentation skills for technical and non-technical audiences.

Leadership Potential: Capable of guiding peers, mentoring juniors, and fostering a cooperative learning environment.

Problem-Solving: Ability to analyze challenges, propose creative solutions, and adapt under pressure.

Time Management: Skilled at balancing multiple projects, meeting deadlines, and optimizing productivity.

Adaptability: Quickly learning new tools, frameworks, and environments in fast-paced settings.

Project: Generative AI Capstone Project

Designed and fine-tuned a large language model using Hugging Face.

Applied prompt engineering to optimize responses for specific use-cases.

Demonstrated model deployment with real-world applications in chatbots and content generation.

Project: Exploratory Data Analysis (EDA) Project

Conducted EDA on a real-world dataset (e.g., financial data, healthcare, or e-commerce).

Applied statistical techniques and data visualization with Matplotlib and Seaborn.

Discovered patterns, correlations, and anomalies that informed predictive modeling.

Delivered insights through interactive dashboards and structured reports.

Education

BSc in Electrical & Computer Engineering – Higher Technological Institute, GPA 3.15 (Very Good).

AVR Microcontroller - AIM

Cisco CCNA - Telecom-Egypt

AI & Data Science & Generative AI - DEPI

Embedded Systems - AMIT

Analog & Digital Electronics - Jelecom

Advanced Embedded System of Automotive - eCore

Mobile Package - 3-hands

Experience

Installation Engineer – Ericsson Company

Worked on 2G, 3G & 4G networks installation, UPS systems, troubleshooting, and modernization projects (Vodafone, Etisalat).

Contact

📧 Email: EhabBellkasy@gmail.com

📱 Mobile: 01000938862

🔗 LinkedIn: linkedin.com/in/ehab-bellkasy

💻 GitHub: github.com/EhabBellkasy

Thank You