live 2025

> Advertising Intelligence Platform

A SaaS product that connects to live ad account data, applies expert media-buyer analysis frameworks, and surfaces specific recommendations — not generic advice. Built with multi-client data isolation from day one.

Stack:
PythonClaude APIMCPPostgreSQLGCP
live 2025

> Automated Performance Data Pipeline

A data pipeline that pulls advertising performance data from third-party APIs every 12 hours, reconciles attribution lag across tiered lookback windows, and feeds a structured warehouse of 20+ tables for AI-driven analysis.

Stack:
PythonGoogle Ads APICloud RunPostgreSQL
live 2025

> Expertise Encoding System

An AI layer that encodes a specialist's decision-making framework into structured prompts — so the system reasons like an expert, not a generalist. Applied across three funnel stages with specific, actionable outputs.

Stack:
Claude APIMCPTypeScriptFastAPI

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