Projects

Case studies on data engineering and cloud infrastructure. Each project includes architecture decisions, code, and lessons learned.

Real-Time Banking Data Pipeline Architecture

Real-Time Banking CDC Pipeline

Captures banking transaction changes in real-time using CDC, transforming operational data into analytics-ready models for business intelligence.

Fed Speech Sentiment Analysis Dashboard

Fed Speech Sentiment Analysis

Ingests, transcribes, and analyzes Federal Reserve speeches to extract sentiment signals for market correlation and trading research.