Engineering ML systems for real-world impact
Engineered semantic search prototype at Reuters embedding millions of news articles for personalized recommendations. Achieved 20% improvement over baseline through rigorous A/B testing, delivering validated findings to product teams for production consideration.
Reuters Innovation →
Founded digital twin startup building real-time conversational AI avatars through multimodal RAG pipeline integrating voice, text, and behavioral data. Architected production infrastructure on GCP from prototype to launch with continuous experimentation.
Medium Post →
Implemented NLP models at Statistics Without Borders to classify thousands of climate datasets, combining ClimateBERT and classical ML techniques. Designed automated collection pipeline saving 500+ hours previously spent on manual data organization.
Explore SWB →