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heba10allah/README.md

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About Me

Aspiring Data Scientist | AI Engineer | Machine Learning & Computer Vision Enthusiast

Recent Computer Science graduate specializing in Data Science and Artificial Intelligence, with practical training and project experience in Machine Learning, Deep Learning, Computer Vision, and Data Analytics.

I've built real-world AI projects across the full pipeline β€” from data collection and exploratory analysis through feature engineering, model training, evaluation, and Streamlit deployment. My training includes the national DEPI program and two specialist programs at the National Telecommunication Institute (NTI), where I focused on Big Data and Computer Vision.

  • πŸŽ“ Computer Science graduate β€” Data Science & AI specialization
  • πŸ€– Focus areas: Machine Learning Β· Deep Learning Β· Computer Vision Β· CNNs Β· Data Analytics
  • 🌱 DEPI Graduation Project: Agri Tech β€” an AI-powered smart agriculture platform built with a team, integrating IoT, ML, and Computer Vision
  • πŸ“Š Experienced with the full ML workflow: data cleaning, EDA, feature engineering, model building, evaluation, and deployment
  • πŸ”­ Currently deepening skills in Deep Learning architectures, MLOps fundamentals, and Big Data tools
  • πŸ’Ό Seeking entry-level and internship opportunities in Data Science, Machine Learning, Computer Vision, and AI


Key Skills


πŸ€–
Machine Learning
Supervised & unsupervised models, model evaluation, scikit-learn


🧠
Deep Learning
Neural networks, CNNs, TensorFlow, Keras


πŸ‘οΈ
Computer Vision
Image classification, object detection, OpenCV


πŸ“Š
Data Analysis
EDA, data cleaning, visualization, Pandas, Matplotlib, Seaborn


πŸ—„οΈ
SQL
Querying, aggregations, data retrieval


βš™οΈ
Feature Engineering
Encoding, normalization, feature selection, transformation


πŸš€
Streamlit Deployment
Building and deploying interactive ML web applications


☁️
Big Data Fundamentals
Distributed data concepts, Big Data ecosystem basics (NTI)



Training & Internship Experience


Data Science Intern

Digital Egypt Pioneers Initiative
Oct 2024 – May 2025

Completed the national DEPI Data Science track. Built and evaluated ML models, and contributed to the team-based Agri Tech graduation project covering IoT, ML, and Computer Vision modules.


Big Data Intern

National Telecommunication Institute
Jul 2025 – Aug 2025

Completed a structured Big Data training program covering distributed data processing concepts, large-scale data handling, and foundational Big Data engineering tools.


Computer Vision Trainee

National Telecommunication Institute
Aug 2025 – Sep 2025

Completed a specialist Computer Vision training program covering image processing, feature extraction, and CNN-based image classification techniques.



Tech Stack

Languages & Query



Machine Learning & Deep Learning



Computer Vision



Data Visualization & Analytics



Tools, Platforms & Deployment



Certifications


IBM AI & Data Science
Digital Egypt Pioneers Initiative (DEPI)

Getting Started with Deep Learning
NVIDIA Deep Learning Institute

Huawei Big Data Associate
MCIT & National Telecommunication Institute

Computer Vision Training
National Telecommunication Institute (NTI)

Business English Track
SYE English Community

Delta Tech Summit 2025
Certificate of Participation


Achievements


πŸ†
DEPI Graduation Project
Completed Agri Tech as a team-based AI graduation project under the Digital Egypt Pioneers Initiative β€” integrating ML, Deep Learning, Computer Vision, and IoT


πŸ“œ
IBM AI & Data Science Certificate
Earned the IBM AI & Data Science professional certification through the DEPI national program


πŸŽ–οΈ
NVIDIA Deep Learning Certificate
Completed NVIDIA's Deep Learning Institute course on Getting Started with Deep Learning


πŸ—„οΈ
NTI Big Data Training
Completed the Big Data internship and Huawei Big Data Associate certification at NTI


πŸ‘οΈ
NTI Computer Vision Training
Completed NTI's specialist Computer Vision training program covering CNNs and image processing



Currently Learning



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