AI engineering for
domain experts
I'm Gabriel Galer, a software engineer in Warsaw. I build AI-powered tools for professional domains (maritime, geotechnical, architecture) where the real work still runs on spreadsheets and static documents. I embed AI into the actual workflow, not a chatbot bolted onto the side.
What I Build
Products and engagements, each solving a real problem in a professional domain.
FormForm
Adaptive AI forms for design professionals
Turns client responses into structured design briefs for architects and interior designers. The form adapts in real time: each answer shapes what gets asked next.
Geostruct
AI-powered geotechnical analysis
Desktop app replacing Excel-based geotechnical workflows. Romanian standards (NP 122-2010) encoded directly in code, with AI-assisted analysis on top.
US Healthtech Platform
Ruby-to-TypeScript platform migration
Modernizing a legacy Ruby platform serving 300k+ users. Event-driven TypeScript architecture, zero-downtime cutover, production traffic throughout.
What I Deliver
Seven years of shipping production software, distilled into four things I do well.
AI Integration
AI agents and pipelines embedded in your existing workflow. Not a chatbot wrapper, but software that understands your domain's vocabulary, standards, and edge cases.
Domain-Specific Tooling
Custom software that encodes your industry's rules and processes. Replaces the spreadsheets, PDFs, and manual workflows that off-the-shelf products ignore.
Legacy Modernization
Monolith to event-driven, Ruby to TypeScript, overnight cutovers with zero downtime. Migrations for systems with real users and real traffic.
Technical Strategy
Architecture reviews, build-vs-buy analysis, AI readiness assessments. I work with CTOs and founders to figure out what to build and how.
Let's talk
Have a project in mind or want to explore what AI can do for your domain? Pick the channel that works best.