An example of a Kappa architecture solution for transaction fraud detection using Apache Kafka and Python

Real-Time Crypto Forecasting Prediction Pipeline

Real time streaming lakehouse for crypto market microstructure: Redpanda, Quix Streams, dbt, Apache Iceberg, DuckDB and Streamlit. Runs locally with one command, no API keys, no cloud.

Apache Kafka Streamlit application for real-time tracking of pharmacy sales using the start schema data model.