Projects by Dan Baker
UFC Fight Predictor (ML)
Machine learning model (Random Forest) trained on historical UFC stats. Predicts fight winners via a Flask API deployed on Render.
Python, scikit‑learn, Flask, Render
Real-time Crypto Pipeline
Ingested live Bitcoin data via WebSocket, processed with Kafka & Spark Streaming, stored in S3.
Python, Kafka, Spark, AWS
Batch ETL: E‑commerce Sales
Airflow DAG extracting from PostgreSQL, transforming with dbt, loading into Redshift.
Airflow, dbt, Redshift, SQL
Data Lake on AWS
Built a serverless data lake with Glue crawlers, Athena queries, and Terraform.
AWS Glue, Athena, Terraform