Services · 03 / 04

AI and automation

Agents and pipelines that read documents, answer questions and move data between systems, tested before anyone depends on them.

I build AI systems for commercial real estate appraisal at Bowery Valuation, and led AI at The Gettys Group, a hospitality design firm. Most of the value is unglamorous: pulling the right numbers out of messy documents, checking them, and putting them where they need to go.

What's included

  1. 01

    Document extraction

    Structured data from PDFs, spreadsheets and scans, with checks on every field.

  2. 02

    Agents with tools

    Assistants that take real actions, from building a 3D model to updating a to-do list.

  3. 03

    Voice

    Realtime voice interfaces for hands-free use.

  4. 04

    Evaluation

    Test sets and scoring, so you know how well it works before it goes live.

  5. 05

    Workflow automation

    Email triage, reports and hand-offs between the tools you already use.

Examples

Photo of an existing hotel room
Photo
Edge map of the room, used to keep its layout
Edges
Depth map of the room, used to keep its layout
Depth
Generated design concept 1 for the same roomGenerated design concept 2 for the same roomGenerated design concept 3 for the same roomGenerated design concept 4 for the same roomGenerated design concept 5 for the same roomGenerated design concept 6 for the same room
Generated

AI interior design tools

2025

Tools I built at The Gettys Group for its interior design team. A photo of an existing hotel room is broken down into edge and depth maps with ControlNet, so every generated concept keeps the room's exact layout. Designers could explore dozens of directions, edit details in place with inpainting, and swap in approved furniture with custom-trained LoRAs.

Diffusion modelsControlNetInpaintingLoRA trainingImage-to-video
PolyBot
PolyBot Command Center in demo mode: P&L and strategy stats, strategy list, saved markets and the live runner feed comparing Polymarket odds with spot prices

PolyBot

2026

A command center for trading strategies on Polymarket's prediction markets. Claude designs and runs the strategies, deploying Go runners that each watch one market against live Coinbase or Binance prices and price the gap with options models. A research assistant with 16 market and news tools helps brainstorm new ones. It runs in simulation.

Next.jsGoClaudePostgreSQLRedis
brickdesign.dev
Brick Design Studio builder: a brick Golden Gate Bridge model beside the design-agent chat

Brick Design Studio

2026

A LEGO kit design web app. You describe what you want and Brickley, the studio's AI agent, builds it live in 3D from 698 real LEGO part molds. It checks that every stud actually connects, then produces a priced parts kit, a BrickLink list and an instruction booklet. A live product with a paid plan.

Custom 3D engineLLM tool loopNodeStripeRailway
brickdesign.dev ↗
Wall dashboard Briefing page: a 'Good morning' header over cards for the agenda, subway arrivals, hourly weather, headlines and open to-dos
Wall dashboard Home screen: weather and index tickers on top, seven to-dos in a ring of glass chips around a '7 to-do' count, news below

Smart Home System

2026

A home hub for a 24-inch wall panel: to-dos, recipes and pantry, calendar, transit, stocks and news, all driven by a realtime voice agent you can talk to from across the room.

ReactOpenAI RealtimeGoogle CalendarRailway
Next3D visualization

Contact

Let's build something good.