Store Sales Demand Forecasting
Python • Docker • Airflow • S3 • MLOps
Python • Docker • Airflow • S3 • MLOps
Built an end-to-end ML system for sales demand forecasting using Scikit-learn and MLforecast, fully orchestrated with Apache Airflow on Astronomer.
Python • SQL • Docker • Prefect • Snowflake • S3
A data pipeline for extracting, transforming, and loading stocks and forex price data into a data lake and data warehouse for further analysis.
Python • Scikit-learn • Feature engineering • Clustering
Developed an ML model to help reduce customer acquisition cost by predicting customers who are likely to churn.