About me
Turning Data into Insights, and Ideas into Applications.
I'm a Data Science student at Purdue, passionate about software development and data analysis.
Experienced in Python (Pandas, NumPy), Java, and statistical modeling.
Built applications, optimized clinical trial data, and solved real-world problems through code.
Loading Hazel's skills
Data collection
- Integrated APIs to gather real-time data for analysis.
- Cleaned and preprocessed datasets using Pandas & NumPy to ensure high-quality data.
Data wrangling
- Clean and preprocess datasets using Pandas, NumPy, ensuring consistency and accuracy.
- Conduct exploratory data analysis (EDA) to identify trends and anomalies.
Database management
- Work with SQL (basic) for querying and managing structured data.
- Utilize Firebase (basic) for cloud-based data storage and retrieval.
- Handle data organization and processing in Google Colab.
Data Science / Machine Learning
- Develop optimization models to improve decision-making in case studies.
- Perform predictive modeling with Linear Regression and ARIMA for forecasting.
- Use machine learning techniques to extract insights from datasets.
Data Visualization
- Create visualizations with Python Matplotlib.
- Develop interactive dashboards with Tableau & Power BI to present insights.
- Conduct market and sales analysis (e.g., Coffee Sales Analysis).Software Development & Web Development
- Build Java applications using Swing, JavaFX with GUI integration.
- Develop responsive web applications using HTML, CSS, JavaScript, Firebase.
- Implement client-server models and file I/O operations in software projects.
