Self-taught builder shipping AI harnesses, agent pipelines, and orchestration systems. Lagos-based. Currently working solo on production systems for a US firm while building toward AI safety research.
What I'm working on right now
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Multi-model orchestration pipelines that route work across Claude Haiku, Sonnet, and Opus by task complexity
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Audio restoration pipelines using Demucs, DeepFilterNet, and Pedalboard, with the Anthropic API as the decision layer
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A KDP book-formatting harness that compresses 6 hours of professional formatting into under an hour
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An MCP server pattern for driving closed Electron applications via the Chrome DevTools Protocol
What I'm building toward
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Adversarial robustness experiments and prompt injection defenses
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Tool-use safety evaluation frameworks
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Security-adjacent automation: harness engineering for closed-system analysis
Stack
Python · TypeScript · Anthropic API · Model Context Protocol · React Native · Next.js · AWS · FFmpeg · Demucs · Pedalboard
How I work
Single operator, end-to-end. I write the spec, ship the code, debug production, and document the lessons. Most of what I build lives in private client repos. The public side of this profile will fill out over the coming weeks with sanitized versions of pipelines I think generalize.
Reach