Emeryville, California, United States
I help translate legal domain expertise and deliverables into prompts, API calls, and structured data. I’m interested in LLM validations, evaluations, and benchmarking methods for safe, robust, and reliable implementations. Más bot earcaíochta AI thú, cuir teachtaireacht chugam i nGaeilge
Advising legaltech startups on LLM technology implementations. Designing and building LLM-powered data extraction, summarization, automation, and legal drafting solutions. Optimizing semantic search and document understanding pipelines (RAG) through tools/functions, synthetic queries, and rerankers. Enhancing LLM safety and reliability using validators and evaluators.
My team builds internal, consumer-facing, and attorney-facing tools and applications for B2B2C financial products. I do some roadmapping, planning, figuring out what to build next. Present focuses include data governance, automation, cross-team alignment, multistakeholder alignment, change management, marketing funnels, client portals, user metrics, analytics.
Drove Lex Machina's expansion into new practice areas. Focused on product development, road-mapping, team-building, developing tools and processes, and delivering industry-leading legal analytics.
I merge legal expertise with data analysis and natural language processing to bring Legal Analytics to all areas of the law. I perform end-to-end project management for Lex Machina's new product verticals.
Transformed unstructured legal data into searchable, meaningful insights for Lex Machina’s award-winning Legal Analytics platform. Employed SQL automation and targeted QC to refine and improve data quality. Interfaced with front-end and NLP engineers to improve internal tools and automated processes.
Analyzed district court dockets and key filings in patent suits. Created annotations to capture specific findings and outcome-determinate patent treatments for Lex Machina’s Patent Analytics platform.