Work
Direct client work, own products, and selected engineering from prior engagements.
Clients
Products
FormForm
Pre-revenueAI-powered adaptive user journeys for architects
Turns client interviews into structured design briefs. Adaptive questions driven by a graph-based ontology: the AI assembles a comprehensive brief from unstructured conversation.
Geostruct
In developmentAI replacing Excel in geotechnical engineering
Desktop app for geotechnical engineers. Romanian standards (NP 122-2010) encoded in software, with a chat interface for standard lookups and automated report generation.
Prior engagements
Selected work from contract engagements (2022–2025).
Maritime AI Knowledge Base
Tech leadRAG pipeline for a startup that raised €2M+
Led a 4-month PoC: document ingestion, hybrid retrieval, domain-specific prompting, source attribution. The architecture became the foundation for the company's seed round.
Satellite Infrastructure Migration
Migration engineer7 overnight migrations, 850GB, zero downtime
Built and executed the migration pipeline for a nine-figure satellite acquisition. AWS Step Functions orchestrating overnight data transfers across European broadband infrastructure.
US Healthtech Platform
Software engineerLegacy modernization, 300k+ users
Full-stack modernization of a Ruby platform to TypeScript with event-driven architecture. Patient-facing app, provider dashboard, and internal tooling.
Slack-Confluence RAG Tool
Solo engineer5,000+ messages, 200+ documents, 72% retrieval accuracy
Internal PoC connecting Slack conversations and Confluence docs into a searchable AI-powered knowledge base.
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