Hi, I’m Mostafa Eliwa

I humanize data

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INTRODUCTION

Overview

I am currently a student in Computer Science (Ai major) with a strong foundation in data science and machine learning, specializing in programming languages like Python.

Data
Analyst

data-science

Data
Scientist

ML
Developer

MY JOURNEY

Experience

Microsoft

Microsoft Machine Learning Track

Depi Internship, Eyouth

  • Performed data analysis and wrangling to extract actionable insights.
  • Developed machine learning models for predictive tasks.
  • Implemented deep learning algorithms for computer vision tasks.
  • Worked on projects utilizing TensorFlow and Scikit-learn.
Google

Data Science Core Team Member

Google Developer Groups

  • Led data science and machine learning projects for community initiatives.
  • Conducted online sessions to teach programming and data science concepts.
  • Mentored students in programming and problem-solving techniques.

MY WORK

Projects

LinguaSense

LinguaSense

  • Developed a real-time sentiment analysis app processing text and voice in English and Arabic.
  • Integrated Whisper for speech-to-text, Google Translator for language translation, and BERT for sentiment classification.
  • Enabled Amazon review scraping with Retrieval-Augmented Generation (RAG) for insights.
Udemy Courses Analysis

Udemy Courses Analysis

  • Analyzed Udemy courses to uncover trends and provide insights into popular topics.
  • Visualized data using Power BI and deployed an interactive dashboard with Streamlit.
Student Performance Prediction

Student Performance Prediction

  • Predicted student outcomes based on academic, demographic, and behavioral factors.
  • Identified key indicators affecting performance to assist educators.
House Price Prediction

House Price Prediction

  • Developed a system to predict loan approvals based on applicant data.
  • Provided real-time predictions and feature explain ability for better decision-making.
Home Loan Approval Prediction

Home Loan Approval Prediction

  • Built a predictive system for house prices using historical data and key features.
  • Integrated Power BI for visualization and Streamlit for interactive user applications.
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