Independent AI engineer · Berlin

Agents are easy to demo.
Hard to understand.

I help AI teams see what their agents are actually doing, evaluate them with principled thinking and data, and find the highest-value path from 80% towards 99%.

Consulting

See clearly.
Improve what matters.

I create the observability foundation that makes agent behavior legible, then turn real traces into meaningful evaluations and a focused improvement roadmap.

Book a 30-minute call
01

Observe

Instrument agent behavior and production traces with tools such as Langfuse, so your team can see what is actually happening.

02

Evaluate

Turn real interactions into datasets, failure categories, graders, and metrics grounded in user and business value.

03

Improve

Identify the highest-value failures, focus engineering effort, and establish a measurable loop towards dependable performance.

Ten years in AI and data—including building the observability layer for a chatbot at a company serving six million customers.

An owner, not a pair of hands. Technical depth, direct communication, and total commitment to the outcome.

Capacity

Next opening: November 2026

Updated August 2026
AUG Full
SEP Full
OCT Limited
NOV Available

Pricing

Day rates

Rates decrease with committed engagement length.

Up to 5 days €1,800 per day
10+ days €1,600 per day
20+ days €1,400 per day

Have an agent that mostly works—but not reliably enough?

Let’s find the signal