Work

Case studies at the intersection of growth marketing and production AI engineering. Some projects contain proprietary details and require access.

Public

MCP Servers — Workflow Automation Suite

7+ Model Context Protocol servers enabling AI agents to interact with internal tools, databases, and APIs. Powers the workflow automation layer across marketing, deal vetting, and content operations.

MCPTypeScriptClaudeAPIAutomation

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Public

youknowfred.com — This Website

Full-stack portfolio site built with Next.js 16, Drizzle ORM, Better Auth, and Railway. Features ABAC access control, MDX case studies, LLM auto-tagging, RSS feed, and weekly digest cron. The site is the portfolio.

Next.jsTypeScriptDrizzlePostgreSQLRailwayBetter Auth

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Public

Cerebro — AI Deal Intelligence Platform

12-agent LangGraph system that transforms unstructured PDFs and spreadsheets into structured Investment Committee memos via hybrid semantic-BM25 RAG. Achieved 93% reduction in analyst prep time (8 hrs to 35 min) while scaling deal vetting capacity.

PythonLangGraphClaudeRAGMCPPostgreSQLAI

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Work

Self-Reported Attribution Model

Conversion Optimization Engine

MCP Servers — Workflow Automation Suite

youknowfred.com — This Website

Cerebro — AI Deal Intelligence Platform