About me

I have always been passionate in the Machine Learning, and Data Science fields. After graduating from Systems and Biomedical department, Faculty of Engineering, Cairo University in 2021 with very good grade with honors. I got an internship opportunity from Ministry of Communication to make my master's degree. With a master's degree in Artificial Intelligence and Data Science from Queen's University, Canada, that I have just finished, this made me gain a lot of experience in those fields. During my study through the college years, and through the master's, I worked on vast Python based projects. So, I have excellent knowledge in it.I used it in several fields in the AI development field, as I made many projects in Natural Language Processing (NLP), Computer Vision, Machine Learning, Deep Learning, Data Science, Big Data, Data Analysis, and Business Intelligence.​ I am Looking for an interactive and innovative environment where I can apply and develop my knowledge and skills.

Enjoy! (;

Resume

Education

  1. Queens University – M.Sc. in AI and Data Science

    Jan 2022 – Oct 2023

    Granted the degree with an Excellent cumulative rate of appreciation.

  2. Cairo University – B.Sc. in Biomedical Engineering, Systems and Biomedical Engineering

    Sep 2016 – Aug 2021

    Graduated with Very Good with Honors degree.

Professional Experience

  1. Data Scientist – NadSoft

    Mar 2025 – Present

    • Conduct research and experimentation in Natural Language Processing (NLP).
    • Develop Arabic and conversational AI models specialized for small-scale LLMs.

  2. Computer Vision Engineer – Namaa

    Nov 2023 – Dec 2024

    • Designed and deployed AI models for traffic management and road maintenance.
    • Built visualization dashboards using Streamlit and AWS.

  3. AI Engineer – Rology

    Jul 2023 – Oct 2023

    • Built medical imaging models to detect tumor regions in CT/MRI scans.
    • Integrated solutions using 3D Slicer, Orthanc, and AWS.

  4. Clinical Engineer – Shefa Al-Orman Hospital, Luxor

    Sep 2021 – Sep 2022

    • Maintained and validated hospital medical equipment.
    • Created maintenance schedules ensuring equipment reliability.

  5. Trainee – South Valley University Hospital

    Jul 2019 – Aug 2019

    • Assisted in maintenance of ventilators, incubators, and syringe pumps.

  6. MPCS (Medical Planning & Clinical Solutions)

    Jul 2018

    • Completed Level 1 training in medical equipment fundamentals.

  7. Technical Centre for Career Development – Cairo University

    May 2018

    • Participated in a Robotic Arm research project for MTH124.
    • Achieved 2nd place in the Engineering Mathematics Research Forum.

Certifications

  1. AWS Certified Cloud Practitioner

    Jan 2023
  2. Microsoft Certified: Azure Data Scientist Associate

    Dec 2022
  3. Huawei Certified HCIA-AI

    Dec 2022
  4. Microsoft Certified: Azure AI Fundamentals

    Apr 2021
  5. Data Analysis Challenger (Udacity)

    Oct 2020
  6. Trainee – Siemens Healthineers

    Sep 2020
  7. Maharat Min Google – Fundamentals of Digital Marketing

    Sep 2020

My Skills

  • Programming Languages
    Python, R, C++, C, Matlab, Flutter, Scala
  • Typography
    LaTeX, Markdown, Microsoft Office
  • Databases
    MySQL, Spark, Hadoop, Hive, Pig
  • Technical Skills
    Machine Learning, NLP, Data Structures, Computer Vision, Mobile App Development
  • AI
    Prompt Engineering, RAG, Vector Databases, LangChain, Speech-to-Text, Text-to-Speech, Diarization, Segmentation, Classification, Detection, Generative Models
  • Libraries & Frameworks
    PyTorch, TensorFlow, MONAI, Scikit-learn, OpenCV, Keras, LightGBM, XGBoost, Seaborn, Matplotlib, YOLO, OpenAI API

Portfolio

Achievements

Competitions

  1. NASA Space Apps Giza (Certification )

    October 2020

    BUILT A SEARCH ENGINE TO FIND THE ARTICLES RELATED TO NASA DATA AND NATURAL DISASTERS AS ON THIS NOTEBOOK

  2. STP’20 Machathon 1.1 COVID- 19 BATCH competition

    June 2020

    BUILT A SEARCH ENGINE TO FIND THE ARTICLES RELATED TO COVID 19 AS ON THIS NOTEBOOK

  3. STP’20 Machathon 1.0 competition

    Feb 2020

    PARTICIPATE IN MAIN COMPETITION .THIS COMPETITION WAS 2 PHASES: FILTRATION PHASE AND FINAL PHASE. 1. IN THE FILTRATION PHASE, WE BUILT A MACHINE MODEL THAT PREDICT THE TOTAL OIL PRODUCTION IN THE NEXT 6 MONTHS. THE DATA WE USED IS REAL DATA FOR RAISA OIL AND GAS 2. IN THE LAST PHASE , WE BUILT A MACHINE MODEL FOR RESTAURANT PREDICT RATE OF EACH MEAL IN RESTAURANT’S MENU

  4. STP’20 Machathon 1.0 competition

    Feb 2020

    PARTICIPATE IN MINI COMPETITION BELONGS TO OPTOMATICA COMPANY AND BUILT A CHAT BOT

  5. Hult prize competition

    2017-2018

    PARTICIPATED IN HULT PRIZE COMPETITION , SAVING ENERGY PROJECTS

  6. Awards

    1. 1st place in NASA Space Apps Giza competition

      October 2020

      I TOOK 1ST PLACE IN NASA SPACE APPS GIZA COMPETITION FOR BUILDING A SEARCH ENGINE TO FIND THE ARTICLES RELATED TO NASA DATA AND NATURAL DISASTERS

    2. 1st place in STP’20 Machathon 1.1 Covid-19 competition

      Jul 2020

      I TOOK 1ST PLACE IN STP’20 MACHATHON 1.1 COVID-19 COMPETITION FOR BUILDING A SEARCH ENGINE TO FIND THE ARTICLES RELATED TO YOUR QUESTION ABOUT COVID 1

    3. 2nd place in NLP optomatica competition

      Feb 2020

      I TOOK 2 ND PLACE IN NLP OPTOMATICA COMPETITION FOR BUILDING A RETRIEVAL CHAT BOT ON OPTOMATICA PLATFORM

    4. 2nd place in a robotic arm scientific research

      May 2018

      I TOOK A 2ND PLACE IN A ROBOTIC ARM SCIENTIFIC RESEARCH AND SIMULATE ITS MOTION IN 3D USING MATLAB GUI AT TECHNICAL CENTRE FOR CAREER DEVELOPMENT AT CAIRO UNIVERSITY

    5. Activities

      1. BEAT

        sep 2019 - june 2020

        I WORKED AS A PR MEMBER. I WAS RESPONSIBLE FOR ESTABLISHING RELATIONSHIPS AMONG BEAT AND SPONSORS, INSTRUCTORS, COMPANIES, AND SO ON

      2. K Vector

        October 2018 - April 2019

        I WORKED AS PARTICIPANT IN K VECTOR’S ARDUNIO WORKSHOP . I LEARNT HOW TO READ DATA SHEET FOR ANY SENSOR TO DEAL WITH AND ARDUNIO AND ITS SPECIFICATIONS.

      3. Embedded system laboratory

        October 2018 - April 2019

        I WORKED AS PARTICIPANT IN ESL’S C PROGRAMMING WORKSHOP.I LEARNT ALL ABOUT C LANGUAGE

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