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mlk500/README.md

MasterHead

Malak Yehia πŸ‘©πŸ»β€πŸ’»

MSc Data Science Candidate | Machine Learning & AI Developer


πŸ‘©πŸ» About Me

πŸŽ“ MSc Data Science & Information Systems Engineering candidate at the Technion πŸ’‘ Strong background in AI, machine learning, and software engineering
πŸš€ Experienced in building and deploying end-to-end ML solutions using Python, PyTorch, TensorFlow, and GCP
🧩 Passionate about deep learning, LLMs, and AI-driven software engineering

πŸ“« Reach me at malak.y17000@gmail.com


πŸ”¬ Selected Projects

Cognitive Training Platform | Sheba Medical Center Collaboration

  • Built gamified training platform with React admin portal and Spring Boot backend
  • Integrated TensorFlow/FastAPI for real-time image recognition
  • Deployed on GCP with automated CI/CD pipeline using GitHub Actions
  • Impact: Enabling personalized therapy for 30+ pediatric patients

MobileNetV2 Enhancement Research

  • Improved accuracy from 67% β†’ 88.4% using SE blocks and SiLU activation
  • Implemented in PyTorch, tracked experiments with Weights & Biases

CuraEats - Android App for Diabetics

  • Full-stack app developed as part of an industry project with CuraLife.
  • Available on Play Store

πŸ› οΈ Technical Skills

Languages

ML/AI Frameworks

Backend & Cloud

Frontend & Mobile

πŸ“š Certifications

  • πŸ€– Generative AI with LLMs - Coursera
  • 🧠 Deep Learning Specialization - Coursera
  • πŸ’¬ NLP Specialization - Coursera

πŸ“Š GitHub Stats

mlk500

mlk500

πŸ“« Connect With Me


Open to opportunities in Data Science, Machine Learning, and Software Engineering

Pinned Loading

  1. ML-Algorithms ML-Algorithms Public

    In the project we built the following algorithms : Decision Tree Classifiier and Regressor, AdaBoost Classifiier , Gradient Boost Regressor

    HTML

  2. ML-US-elections-prediction ML-US-elections-prediction Public

    predicting US House and Senate elections results

    Jupyter Notebook

  3. code-online code-online Public

    TypeScript

  4. NotesAppAndroid NotesAppAndroid Public

    Notes app built via Android and Java Spring Boot

    Java

  5. sheba-service-gcp sheba-service-gcp Public

    Java

  6. Bagrut-Grades-Analysis-2017-2019 Bagrut-Grades-Analysis-2017-2019 Public

    Jupyter Notebook