Adeel Umar | Data Science Portfolio

👋 About Me

I am Adeel Umar, a B.Sc. Statistics graduate from Aligarh Muslim University. I am passionate about solving real-world problems using data. I specialize in machine learning, data analysis, and data visualization. I’ve built end-to-end ML models, deployed apps with FastAPI, and created interactive dashboards with Power BI. I also teach Math and Science to students online and am actively building a strong data science portfolio for future job opportunities.

📊 Projects

Student Performance Prediction: Predicted student grades using regression. Tools: Python, Pandas, Scikit-learn, FastAPI.
Bike Sharing Demand Forecasting: Predicted rental demand using time-series data. Tools: Python, Seaborn, DecisionTreeRegressor.
Space Weight Calculator: Educational Code.org app to demonstrate how weight changes across planets.
Balloon Popping Game: Scratch game to help children learn logic through fun interaction.
Animal Sound App: Code.org app helping kids learn animal sounds interactively.

🛠️ Skills

Python, Pandas, NumPy, Scikit-learn, SQL, Power BI, Excel, Matplotlib, Seaborn, FastAPI, Git, HTML, Jupyter Notebook

🎓 Education

B.Sc. in Statistics – Aligarh Muslim University (2021–2024)

📄 Certifications

Data Science with Gen AI – PW Skills

👨‍🏫 Experience

Online Tutor: Teaching Math, Science, and Computers to Class 6–10 students. Known for explaining complex concepts in simple language. Regular monthly earnings ₹9–10k.

📬 Contact

Email: adeelumar2002.au@gmail.com

GitHub: github.com/RedDaredevils

LinkedIn: linkedin.com/in/adeel-umar-7257231b5