VantaMachine Learning Engineer
Jan. 2023 - Sep. 2024San Francisco Bay Area- Pioneered machine learning and statistical computing initiatives as the founding ML engineer at Trustpage, later integrating these skills into Vanta’s Trust AI team following acquisition.
- Designed robust ETL workflows to prepare and transform data for advanced analysis, ensuring high natural language data quality and accessibility across the team.
- Spearheaded the development of a Questionnaire Automation tool using state-of-the-art Large Language Models (LLMs) and advanced retrieval architectures, achieving $1M+ ARR.
- Contributed to the design of a Vendor Risk Management tool leveraging retrieval-augmented generation techniques, leading to $2M+ ARR.
- Led MLOps advancements within the Trust AI team, designing custom production monitoring metrics with human correlation to accelerate iteration cycles from 1 month to under 1 week.
- Applied generative text models, including GANs, DNNs, and Azure OpenAI GPTs, to efficiently address security questionnaires by simulating evidence sourced from customers’ security posture and policy documents.
- Utilized NLP-driven data and sentiment analysis techniques to guide project strategies, optimizing outcomes in projects involving generative text models.