Work

    Selected systems, in full.

    Each entry documents the situation, the constraints, the system that was designed and what it revealed. Nothing is claimed that cannot be shown.

    01AI retrieval platform

    Poseidon

    Grounded search and evaluation infrastructure for a European tech team.

    Retrieval console interface showing a query, ranked passages with citations and an evaluation metrics panel
    Role
    System architecture, retrieval design, evaluation tooling, frontend
    Disciplines
    Intelligence · Engineering · Operations
    Technology
    TypeScript, Python, Postgres, pgvector, Hybrid search, LLM evaluation, React
    Read the case study
    02SDR knowledge agent

    Nereus

    Website knowledge base agent that lets SDRs answer live prospect questions with grounded, up-to-date answers.

    Knowledge agent interface showing a crawled site tree beside a grounded answer with source citations
    Role
    Product design, agent architecture, crawling and indexing pipeline, frontend
    Disciplines
    Intelligence · Design · Engineering
    Technology
    TypeScript, React, LLM orchestration, Web crawling, Semantic indexing, Retrieval
    Read the case study
    03Legal evidence agent

    Aegir

    Litigation evidence agent that classifies, tags, and triages case documents to dramatically speed up review workflows.

    Evidence review interface showing documents with classification tags, confidence scores and triage status
    Role
    System design, classification pipeline, review interface, frontend architecture
    Disciplines
    Intelligence · Engineering · Operations
    Technology
    TypeScript, Python, Document processing, LLM classification, Postgres, React
    Read the case study
    04Product engineering

    Yemaya

    End-to-end product build for a climate-monitoring startup — from schema to shipping.

    Climate monitoring dashboard with sensor time-series charts, a sensor map and a data pipeline panel
    Role
    Product strategy, data architecture, full-stack engineering, interface design
    Disciplines
    Strategy · Design · Engineering · Operations
    Technology
    TypeScript, React, Postgres, Time-series data, Sensor ingestion, Geospatial mapping
    Read the case study
    05Property matching agent

    Pontus

    Natural-language property matching that turns buyer demand into qualified leads and live market intelligence for agencies.

    Property matching interface with a natural-language buyer brief, matched listings and market intelligence charts
    Role
    Product design, matching architecture, search interface, engineering
    Disciplines
    Intelligence · Design · Engineering
    Technology
    TypeScript, React, Natural-language search, LLM extraction, Ranking, Postgres
    Read the case study
    06Legal workflow platform

    Oceanus

    Matter-scoped legal AI workflow suite where every action belongs to a matter, every output is a cited draft, and nothing ships without attorney approval.

    Legal workflow interface showing a matter list, a cited draft document and an attorney approval workflow
    Role
    Product strategy, system architecture, workflow and interface design, engineering
    Disciplines
    Strategy · Intelligence · Engineering · Operations
    Technology
    TypeScript, React, LLM orchestration, Retrieval, Citation grounding, Postgres
    Read the case study
    07Marketing site / interaction system

    This website

    A portfolio that claims fluency across design, engineering and AI has to prove it in its own interface, not in a list of skills.

    Role
    Strategy, design, frontend architecture, content, SEO, performance
    Disciplines
    Strategy · Design · Engineering · Intelligence · Operations
    Technology
    React 19, TypeScript, TanStack Start, Tailwind CSS v4, Motion, Canvas
    Read the case study