# Projects — Gozzy Nwogbo

AI systems built to run inside real businesses: knowledge engines, automations, and agents. Each one ends in an outcome, not a demo.

## [Second Brain / Open Brain](https://gozzynwogbo.com/projects/second-brain)

A working personal knowledge OS: an MCP server with semantic search over pgvector, daily capture, processing, and digest pipelines, holding 11,000+ entries across 59 knowledge domains. It runs my daily practice.

- Status: Active
- Technologies: Python, MCP, PostgreSQL, pgvector, OpenAI embeddings, Supabase
  - Knowledge corpus: 11,000+ entries across 59 domains
  - Core tools: 4 MCP tools over captures, people, projects, ideas
  - Proof of use: Carried a full strategy exercise end to end

## [Obscura](https://gozzynwogbo.com/projects/obscura)

An automated ad pipeline: a product blurb becomes a multi-scene storyboard, drift-free character renders, and a scored MP4, gated by an audit that measures whether a cold viewer gets the message.

- Status: Active
- Technologies: Python, Seedance, fal.ai, FFmpeg, Claude
  - Pipeline: Blurb to finished ad video, end to end
  - Consistency: Held face and wardrobe across every scene
  - Quality gate: Ad-comprehension audit before anything ships

## [Bid & Investment Screening for an Infrastructure Group](https://gozzynwogbo.com/projects/infrastructure-bid-engine)

A full priced tender package produced in 3 days for a six-country infrastructure group, plus an investment screen that caught a falsified growth claim before money moved.

- Status: Active
- Technologies: Claude, Python, Parametric estimation, Financial analysis
  - Tender package: Full priced bid in 3 days, against a 4 to 6 week team baseline
  - Package depth: Compliance map, 40-risk register, 74% local-content plan, priced commercials
  - Investment screen: Caught a falsified growth claim, revenue actually down 23% year on year

## [Tender Radar](https://gozzynwogbo.com/projects/tender-radar)

A hands-off cron agent that reads new federal tenders, decides can-bid or cannot-bid against a company profile with the single decisive clause, and emits a weekly digest.

- Status: Active
- Technologies: Python, Claude, CanadaBuys data, Cron
  - Live feed measured: 918 open federal notices at last count
  - Decision output: Can-bid or cannot-bid, with the single decisive clause
  - Operation: Fully hands-off, weekly digest

## [Scribe / Scribe Scout](https://gozzynwogbo.com/projects/scribe)

A content engine that drafts from an atom graph of my own knowledge corpus, plus a discovery front end that scans the last 30 days of online discussion and scores topics by argument intensity.

- Status: Active
- Technologies: Python, Claude, Reddit / HN data, Knowledge graph
  - Grounding: Every draft built from my own atom graph, not model memory
  - Discovery: Scans 30 days of Reddit, HN and more, scored by argument intensity
  - Output: Finds the hot angle and drafts the post

## [Healthcare Workflow Automation](https://gozzynwogbo.com/projects/healthcare-workflow)

Early-stage clinical workflow automation, piloted hands-on across three Nigerian clinics, cutting administrative documentation time by roughly a third.

- Status: Pilot Complete
- Technologies: Python, LangChain, FastAPI, PostgreSQL, n8n
  - Administrative time: Documentation time cut by roughly a third in pilot
  - Documentation: Practitioners review and approve AI-drafted notes
  - Pilot facilities: 3 clinics across different specialties

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HTML version: https://gozzynwogbo.com/projects