> Markdown version of [/@roman](https://www.wearedevelopers.com/@roman). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Roman Solutions Architect at NVIDIA scaling dataset curation for multilingual AI. ## About Roman is a Solutions Architect at NVIDIA. He focuses on accelerating data analytics workflows and building better text datasets for large language models. When scarce data blocks non-English AI development, Roman turns to GPU acceleration to speed up corpus curation. His work covers everything from basic text cleaning to semantic deduplication and synthetic data generation. He aims to make language technologies more inclusive and functional across languages like Spanish and French. ## Past Sessions ### World Congress 2025 · July 9, 2025 Berlin, Germany - [NVIDIA Expert Session: Accelerating Data Analytics Workflows on GPU Systems](https://www.wearedevelopers.com/events/world-congress-2025/sessions/753-nvidia-expert) · 60 min - [Breaking Language Barriers: GPU-Accelerated Corpus Curation for LLM Training/Customization](https://www.wearedevelopers.com/events/world-congress-2025/sessions/812-breaking-language) · 120 min