About

I’m Hasan Hüseyin Yurdagül, an ML Engineer and R&D Consultant. I design and ship machine learning systems where wrong predictions have real costs — model development, evaluation, and MLOps, from pilot to production.

I’m currently leading the AI R&D roadmap at Universal Software, and I consult R&D Centers on time-series forecasting, attention networks, and production ML pipelines.

Consulting

I help teams get models out of notebooks and into operation: scoping the decision the model should change, building the evaluation harness that proves it works, and hardening the serving path so it keeps working.

A typical engagement starts with a short discovery call, followed by a fixed-scope pilot with a written success metric. The full roster of past and active engagements, with dates and tech stacks, is on the work page.

Background

• Model development, evaluation, and LLM systems in production.
• MLOps: serving, monitoring, and cost control for inference workloads.
• I write up what I learn in articles.

Contact

The fastest way to reach me is email. I take on a small number of engagements at a time — tell me about the decision you want a model to change.