Projects
Products I designed and carried into production. Some are my own, some were built to order.
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Groundline
A RAG service that counts its own savings
Answer search across your own documents, on Python and FastAPI: pgvector, a LangGraph pipeline, hybrid retrieval, reranking and a semantic answer cache.
Role: Architecture, backend, quality evaluation and the interface.
Stack: Python, FastAPI, LangGraph, pgvector, PostgreSQL, Docker
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Toqen.app
Authentication with the password removed
A B2B SDK and a mobile app for OIDC and passkey authentication: cryptographic device binding, hardware key storage, a strict token lifecycle.
Role: Founder: architecture, security model, mobile client and the public SDK.
Stack: Node.js, TypeScript, OIDC, Passkeys, React Native, Astro
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Litseller.com
Book summaries in eleven languages
A book summary platform with an LLM pipeline that generates, validates, edits and translates the content with no human in the loop.
Role: Product and development: platform architecture and the content pipeline.
Stack: Astro, React, Supabase, OpenAI API, Claude API
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Start4Drive.com.ar
The Argentine theory driving exam
An app for the theory exam. The official question bank with word by word and full translation into Russian and English, an offline mode and an exam simulator.
Role: Product and development: the mobile app, the data and the translations.
Stack: React Native, Expo, NativeWind, Supabase, PostgreSQL
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AutoInspect
A car inspection in one report
Client project
A web app for car sourcing: a photo checklist, voice notes with AI transcription and generated PDF reports.
Role: Built to order: frontend, backend and the report pipeline.
Stack: Next.js, TypeScript, S3, Whisper API, PDF generation