AI and LLM product work
Useful behavior, grounded outputs, clean failure paths, and product flows people can trust.
ABOUT ME · GERALD CUDER
About me.Engineer by craft.Practical by choice.
I’m a senior machine learning and software engineer based in Austria. I enjoy turning unclear, technically difficult problems into products and systems people can understand, trust, and use.
ABOUT
Thoughtful systems for AI, ML, and software that still need to feel usable.
I care about shipping things that are technically serious, product-aware, and legible for the next iteration.
ML features that fit the product
The model is only one part of a clear, trustworthy, and maintainable user flow.
Engineering with product judgment
Software that reads well, scales sensibly, and leaves room for iteration.
A LITTLE MORE HUMAN
Direct communication. Calm collaboration. No theatre.
I’m based in Austria and work best with people who value honest conversations, thoughtful decisions, and steady progress. You do not need to speak AI to work with me — understanding the business problem is enough.
Plain languageThoughtful deliveryLong-term maintainability
EXPERIENCE
The work that shaped how I build.
RORocket Apps / StepsApp
Senior Machine Learning Engineer
Building and shipping machine learning, automation, and product features for fitness and health apps used by millions.
SYSyndena
Senior Machine Learning Engineer
Applied natural language processing and privacy-conscious machine learning to sensitive healthcare workflows with people kept in control.
ITiTranslate
Senior Machine Learning Engineer
Developed translation and speech recognition systems from research through production deployment on iOS and Android.
LET'S WORK TOGETHER
If you need an experienced engineer who can make automation practical and keep the process understandable, I’d be happy to hear what you are working on.
Send a request