Architecture Decoder Ten architecture terms get treated as competing options. They answer three unrelated questions. Every concept has a plain-language explanation, three depth levels, code examples, and a demo of what breaks without it. Single file, no build step.

SeqIntel Start with a gene-therapy keyword or sequence. Get an FTO narrative and a landscape back. Work that takes 4 to 6 hours by hand finishes in under a minute. Alignments are checked against a shuffled-sequence noise floor. ESM Atlas searches more than 700 million proteins for novelty. ESMFold2 folds the lead variant in 3D. Built for Anthropic's Life Sciences Hackathon with Gladstone Institutes.

Opsvo Multi-tenant AI commerce for the Indian market: WhatsApp-native ordering, a buyer storefront, and tenant isolation in one deployable service.

code-RAG A RAG agent for codebase understanding, architecture analysis, and infrastructure mapping.

• Lions Cave Grand Finale, 1st place, Berlin, Jun 2026. Issued by Bayer A.G. Final among prior winners across Bayer and AskBio.
• New HorAIzon, Winner, Leverkusen, Apr 2026. Issued by Bayer A.G.
• AskBio Hackathon, Winner, Feb 2026. Issued by Bayer A.G.
• Ingenuity Award, Bayer AI Hackathon, Berlin, Jan 2026. Issued by Bayer A.G.
• Built with Claude Life Sciences Hackathon, Top 500, SeqIntel. Anthropic and Gladstone Institutes.

Working through where repo boundaries, deploy units, and internal structure get treated as the same decision, and writing that down.