Garrosh Icecream

Garrosh Icecream

AI/ML EngineerPrague, CZ


About

I build LLM agents and the evaluation pipelines that decide whether they are actually good enough to ship.

The rest of the time it is PyTorch for the model work, and terminal tools in Go and Rust that almost always start life as a TUI.

Stack

Languages
PythonGoRustTypeScriptOdin
ML
PyTorchTransformersscikit-learn
Agents
OpenAI SDKGoogle ADKVercel AI SDK
Serving
vLLMOllamaFastAPI
Platform
DockerKubernetesGCPAWSPostgreSQL

Experience

nowJuly 2025 to present

AI Developer

Carvago.comPrague, CzechiaHybrid

  • Deliver AI solutions leveraging OpenAI, Anthropic, and Google Cloud Platform.
  • Design and implement agents and agentic workflows to automate business processes.
  • Build and run LLM evaluation pipelines to safeguard quality and reliability.
  • Integrate data flows across Snowflake and Keboola for orchestration and monitoring.
  • openai
  • anthropic
  • gcp
  • agents
  • evals
  • snowflake
September 2022 to July 2025

Data Analytics Engineer

IDCPrague, CzechiaHybrid

  • Architect cloud-native data platforms on AWS (Airflow, S3, Cassandra, Lambda).
  • Operationalize Azure AI GPT models, including fine-tuning and evaluation with Langfuse.
  • Automate data processing and AI workloads with Python, FastAPI, and Streamlit.
  • Containerize and orchestrate services with Docker, Kubernetes, and Snowflake pipelines.
  • aws
  • airflow
  • azure-openai
  • langfuse
  • kubernetes

Projects

All repositories on GitHub

Education

September 2021 to June 2024

Charles University

Financial and Insurance MathematicsPrague, Czechia

  • Advanced quantitative finance, stochastic processes, and actuarial modeling.
  • Research focus on probabilistic modeling techniques for risk evaluation.
September 2020 to June 2023

Prague University of Economics

Engineer's degree, Financial MathematicsPrague, Czechia

  • Specialized in mathematical optimization, econometrics, and pricing models.

Contact

Looking for someone to build or fix an LLM system? Mail me.

Based in
Prague, Czechia · open to remote