Jun 2024

Finished My Master’s in Biomedical Engineering


  • Earned a master’s degree from Anhalt University of Applied Science in Köthen, Germany.

  • My master’s thesis was titled “Feature Engineering, Machine Learning, and Computer Vision-Based Approach for Optimization of Pet Food Chunks.”

Mar 2024

Medical Assistance Chatbot, NLP (University Project)

  • My colleague Mahisha and I developed a medical assistance chatbot using Google DialogFlow, which can provide advice for various symptoms and schedule appointments.

  • Gained experience with SQL and FastAPI.

  • Implemented NLP techniques: Tokenization, Vectorization, Named Entity Recognition (NER), and Part-of-Speech (POS) Tagging.

Scissor Paper Rock Game

(University Project)

  • Developed a game that detects and identifies different hand gestures (scissor, paper, rock) using the Mediapipe Python package.

  • Enhanced my machine learning and computer vision skills through this project.

Sep 2023

May 2023

Joined Mars GmbH as Data Scientist Intern

  • Accepted for a Data Scientist internship for six months, extended for another six months to complete my thesis.

  • Implemented computer vision techniques, machine learning algorithms, and feature engineering methods.

  • Main project focused on identifying the best features/descriptors of wet pet food to improve existing quality control methods.

Started Remote Internship with ZUMMIT INFOLABS

  • The role involved problem-solving skills by applying MLOps, Data Pipelines, and various ML models including Neural Networks, SVM, and Deep Learning.

  • Implemented solutions for basic ML problems such as house price prediction, digit classification, and prostate cancer detection.

Oct 2022

Jul 2022

Dishware Images Classification (University Project)

  • First experience with Machine Learning.

  • Built neural network layers from scratch using Python and libraries such as TensorFlow.

  • Classified dishware images and utilized computer vision techniques for object detection.

  • Implemented and optimized machine learning models.

Jul 2018

Bachelor in Biomedical Engineering

  • Graduated with a bachelor’s degree in Biomedical Engineering from Minia University, Elminia, Egypt.

  • My graduation project was “Artificial Pancreas (Automated Insulin Delivery System).”