// LIVE_DATA_SYSTEMS // RUNTIME_UTILITIES

Production-Grade Demos

Functional architecture blueprints designed to demonstrate query optimization, semantic data pipelines, and scalable relational data warehousing.

The Merchant Analytics Dashboard

Pipeline / BI

Formulated an end-to-end relational data pipeline that ingests, cleans, and structures multi-channel merchant transactional records. Optimized complex database queries leveraging CTEs and window functions to extract signup velocity and flag revenue leakage.

PostgreSQL Advanced SQL Looker Studio

Review Response & Sentiment Pipeline

NLP / Vector

Built a natural language operational data workflow designed to ingest, parse, and analyze customer sentiment trends. Implemented vector embeddings via Supabase pgvector paired with LangChain semantic retrieval for contextually accurate response pipelines.

Next.js Supabase pgvector LangChain Claude API