// selected work

Things we've designed, built & shipped.

A selection — there's more in production. Each one is live, built end to end, and running for real users today.

01 SwiftScout LIVE

An AI job-search platform that matches English-speaking professionals to high-skilled roles at English-speaking teams in Germany. We built the full product — semantic resume↔role matching, ATS scoring with skill-gap detection, and one-click resume rewrites tuned to German hiring norms.

  • AI/LLM
  • Semantic search
  • Claude
  • Web app
Type
AI career platform
Stack
LLM · Semantic search
Highlight
92% ATS pass*
Status
Live
Visit swiftscout.ai →
02 Bias-Detect LIVE

A reasoning auditor that scans a written draft against 175 cognitive-bias patterns and surfaces the weakest links before a decision hardens. Privacy-first — drafts stay local until you scan — with quoted counter-evidence and results in under 12 seconds.

  • AI/LLM
  • Pattern engine
  • Privacy-first
  • Web app
Type
AI reasoning tool
Stack
LLM · Pattern matching
Highlight
175 biases · <12s
Status
Live
Visit bias-detect.com →
03 ExpatSpeak LIVE

Voice-first German conversation practice for expats. Speak through real-life scenarios — a doctor's visit, the Anmeldung, talking to a landlord — and get instant spoken feedback, no tapping or typing. Built around speech, not flashcards.

  • Voice AI
  • LLM
  • Speech
  • Web app
Type
Voice AI · language
Stack
Speech · LLM
Highlight
Speak every turn
Status
Live
Visit expatspeak.com →
04 Zuschlag LIVE

A German-language auction aggregator that unifies 1,400+ public listings — government surplus, judicial assets, business liquidations — from multiple sources into one filterable, searchable place across Germany and Austria.

  • Data pipeline
  • Aggregation
  • Search
  • Web app
Type
Data aggregator
Stack
Pipeline · Multi-source
Highlight
1,400+ listings
Status
Live
Visit zuschlag.app →

More in production — and some work is under NDA. Tell us what you're building and we'll walk you through the most relevant examples.

* "92% ATS pass" is SwiftScout's own published metric.

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