Teams at Thomson Reuters

Lead design and deployment of document understanding systems (semantic chunking, enrichment, classification, information extraction, knowledge graph construction, tabular understanding) for legal, tax, and accounting content. Drive production-quality ML/LLM pipelines, evaluation frameworks, and scalable architectures; partner with engineers, mentor scientists, and shape AI strategy and product roadmaps.

Lead design, build, and deploy end-to-end document understanding and knowledge extraction systems for legal content. Drive technical strategy, evaluation, model compression/distillation, and partner with engineering and product to deliver scalable production solutions while mentoring team members.

Leads product portfolio planning, capital allocation, profitability analysis, rationalization, taxonomy, and investment decision tracking. Partners with Product, Engineering, Finance, Operations, and Strategy to align resources with strategic priorities. Uses AI, analytics, and business intelligence to improve decision support, financial modeling, portfolio reporting, and leadership communication. Owns cross-functional processes, synthesizes complex product and financial information, and drives product funding, resource planning, and portfolio trade-offs.