Omayma Ali

Passionate and driven Data Scientist with a strong foundation in data analysis, visualization, and machine learning. Skilled in applying Python-based tools and libraries to extract insights from complex datasets and build predictive models. Proven track record of completing training projects, and showcasing expertise in data preprocessing, feature engineering, model development, and result interpretation. I am committed to staying up-to-date with the latest advancements in data science and applying innovative techniques to deliver impact solutions. I am eager to leverage my skills and knowledge to contribute to challenging and dynamic data-driven projects.

• Aviation-Flight-Fare-Prediction, 2024 https://aviation-flight-fare-prediction.streamlit.app/

           1- Cleaning the data and analyzing it to get helpful insight from it.

           2-  Applying cross validation to choose the best machine learning algorithm.

           3-  Training and testing the best model to get the right prediction.

           4-  Designing a Dashboard for insights from Data and Predicting Model. 

• Kiva, 2023 https://kivaorg-omayma.streamlit.app/

           1-  Cleaning the data and analyzing it to get helpful insight from it.

           2-  Designing a Dashboard for insights from data.

• Digital Egypt Initiative (DEPI) | Microsoft Machine Learning Engineer Intern Oct. 2024
  -online (6 months)

Statistics - Python - Preprocessing - Visualization - Machine Learning - Deep Learning - NLP
- Computer Vision - Azure - MLFlow

• What is DataScience?
• Tools for DataScience
• DataScience Methodology
• Python for DataScience, AI & Development
• Python Project for DataScience
• Databases and SQL for DataScience with Python
• DataAnalysis with Python
• DataVisualization with Python
• Machine Learning with Python
• Applied DataScience Capstone