Patryk Wainaina
Data Scientist @Starling
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WORK HISTORY
Data Scientist @Starling
EDUCATION
University of Oxford
Bachelor of Arts (BA), Psychology and Linguistics
The University of Edinburgh
Master of Science (MSc), Speech and Language Processing
ABOUT PATRYK WAINAINA
Data Scientist working on evaluation, reliability, and language understanding for large language models. My background spans neural speech synthesis, multilingual voice development, and LLM fine-tuning, with a focus on how models handle real-world language variation.I design model evaluation pipelines, build embedding and topic-modelling systems to track shifting user intent, and adapt open-source LLMs for structured data and real-world applications. My work focuses on making language models more measurable, interpretable, and reliable in production settings.I’m particularly interested in defining what “good” looks like for language models, and building evaluations rigorous enough to measure it.
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