AI engineering lab·Berlin

We turn complex data into production AI - RAG pipelines, agents, and full-stack systems. Backed by shipped projects, not claims.

Start a project →See the work

Discovery call first. No pricing games, no NDAs before the first call.

tfl - verify --capabilities
neuralprint
brain encoding · 368 regions
live
Next.js · Three.js
resumeai
agentic career assistant
live
LangChain · Gemini
reelnotes
Reel → ASR → summary
live
Whisper · OpenAI
demand forecasting
mobility · price + demand
in production
LightGBM
4 systems tracked4 verified · 0 pending
5
AI systems shipped
368
brain regions modelled
95%+
transcription accuracy
7.2%
forecast accuracy uplift
What we build

Five capabilities. Measurable impact.

View all services →
  • 01Autonomous AI AgentsAgents that plan, execute, and adapt across tools and APIs - handling multi-step workflows without someone watching every step.
  • 02RAG & Knowledge SystemsPipelines that give your models access to your own data - documents, databases, and knowledge bases - with a precision generic chatbots can't reach. Memory-driven architectures your whole team can build on.
  • 03Fine-Tuning & Custom ModelsDomain-specific models trained on your data, your tone, and your workflows - smaller, faster, and cheaper than calling a frontier model for every request.
  • 04Document & Process AIEnd-to-end automation of knowledge-heavy work - capture, classification, extraction, summarisation, and routing - at production scale.
  • 05Cost OptimisationCut inference spend with intelligent routing, prompt compression, caching, and model selection - so you're not overpaying for every token.
Selected work

Shipped, not slides.

View all projects →

NeuralPrint

live

Submit a video, audio, or text. A real neural encoding model predicts which 368 brain regions activate, millisecond by millisecond, across vision, language, and sound.

Case study →Demo ↗

ResumeAI

live

Optimize resumes, analyze job matches, generate cover letters, prepare for interviews, and track applications - powered by agentic AI workflows.

Case study →Demo ↗

SpiceRoute

live

A platform connecting food lovers with verified home chefs across Berlin, with diverse cuisines and Stripe payments.

Case study →Demo ↗