Fatima Fadel
I am an aspiring Data Scientist with a strong foundation in Artificial Intelligence and Machine Learning.
About
I am an aspiring Data Scientist with a strong foundation in Artificial Intelligence and Machine Learning. Over the past three years, I have gained extensive experience in Software Quality Assurance and have recently taken up hands-on teaching roles in advanced Python programming and data visualization techniques. I am passionate about simplifying complex technical topics, fostering collaborative learning, and using data to drive meaningful business impact.
Currently, I am pursuing a Master’s degree in Artificial Intelligence while working remotely as a Data Science Tutor at Greenbootcamps where I lead sessions on Pandas, NumPy, Seaborn, Plotly, and Exploratory Data Analysis. My experience ranges from developing AI-driven solutions such as anomaly detection and chatbot development, to engaging students in practical exercises that strengthen their programming and data analysis skills.
- 2 years' experience
- Joined August 2025
Languages
- ArabicFluent
- EnglishFluent
Industry experience
- Financial Services
- Education
- Software & Internet
Work experience
Deliver interactive online sessions focused on advanced Python topics including Pandas, Numpy, and Python functions. Lead group exercises to reinforce data handling, analysis, and visualization concepts. Teach visualization techniques using Seaborn, Matplotlib, and Plotly. Guide students through exploratory data analysis, outlier detection, and hypothesis testing. Support practical learning via collaborative coding sessions and GitHub exercises. Create learning materials tailored to real-world data analysis scenarios.
Designed, developed, and maintained test plans, cases, and scripts for desktop and web applications ensuring comprehensive testing coverage. Conducted manual and automated testing using Ranorex, identifying defects and verifying compliance with customer requirements and industry standards. Collaborated with developers to document and resolve software issues to enhance product quality and reliability.
Performed anomaly detection and forecasting in time series data using ARIMA and machine learning models to identify irregularities and support data-driven decision-making. Explored and tested multiple Large Language Models (LLMs) to prototype a chatbot for handling private documentation inquiries. Researched and implemented specialized tools to streamline chatbot development and improve solution usability and performance.
Education
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