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# Tomek Porożyński
Staff ML Engineer at deepsense.ai focused on making generative AI and RAG actually work.

## About

Tomek Porożyński builds machine learning systems and cloud infrastructure. Working as a Staff ML Engineer at deepsense.ai and a recognized Google Developer Expert, he focuses on making generative AI reliable in production environments.

He cares about fixing the weak points in LLM applications. Instead of relying on off-the-shelf embedding models, he trains systems to understand domain-specific jargon, ensuring Retrieval-Augmented Generation (RAG) actually works on real-world corporate text.

Outside of his day-to-day engineering work, Tomek runs a YouTube channel and a technology blog breaking down cloud-native development.



## Past Sessions

### World Congress 2026 Europe · July 8, 2026
Berlin, Germany
- [The R in RAG: Why retrieval is often the weakest link (and how to fix it)](https://www.wearedevelopers.com/videos/100005-the-r-in-rag-why-retrieval-is-often-the-weakest-link-and-how-to-fix-it) · 30 min · 🎥 Watch recording



## Videos

- [The R in RAG: Why retrieval is often the weakest link (and how to fix it)](https://www.wearedevelopers.com/videos/100005-the-r-in-rag-why-retrieval-is-often-the-weakest-link-and-how-to-fix-it) · Tomek Porożyński


## Links

- [LinkedIn](https://www.linkedin.com/in/tomaszporozynski/)