My Data Science Portfolio

Repository containing portfolio of data science projects completed by me for academic, self learning, and hobby purposes. Mainly, I use Python as the language and present it in the form of Python and Jupyter notebooks.

For a more visually pleasant experience for browsing the portfolio, check out https://danafr00.github.io/

Contents

- Data Analysis

• Covid Case Analysis
• Customer Segmentation
• Market Analysis
• Market Basket Analysis

- Data Engineering

• Data Scraping (Python)
• ETL Airflow Pipeline (Python, Airflow, SQL)
• Airflow and Pyspark ETL(Python, Airflow, SQL, Pyspark, Looker)
• Stream and Batch Processing (Python, Airflow, SQL, Kafka, Bigquery, Looker)

- Data Science

• A/B Testing
• Churn Analysis
• Credit Risk Scoring
• Employee Atrition
• Insurance Fraud Detection
• Pyspark

- Machine Learning

• Predictive Maintenance
• Visual Quality Assurance System
• Recommendation System
• Viral Post Prediction

- Deep Learning

• Image Processing
• Natural Language Processing
• Time Series