Experience
South San Francisco, California, United States
2024 — 2025
South San Francisco, California, United States
Redwood City, California, United States
Developed an internal web application that streamlined manufacturing processes, automated data analysis, and standardized documentation, while also featuring advanced sequencing visualizations and a trusted timestamp signature approval process to ensure data integrity.
Conceptualized, designed, and built a platform for writing GMP-compliant SOPs, executing experiments with standardized documentation and auto-generated reports, tracking lab inventory, and managing controlled documents, incorporating direct feedback from scientists and research assistants.
Managed two agile software development teams to create a public ecommerce website for selling biotech platform technology and native iPad application versions of internal web apps.
Engineered an AI pipeline that leveraged OpenAI's GPT model to serve as an assistant for scientists, facilitating their understanding and utilization of Achelois' quality management system for regulatory compliance standards.
Deployed and maintained multiple development and production applications on AWS, configuring VPCs, EC2 instances, S3 buckets, IAM users, ECR repositories, and automated end-to-end QA pipelines.
Created custom React component library to share components between applications, including an extendable rich text editor featuring attachments, dynamic tables, calculations, and collaborative editing.
2020 — 2020
San Francisco Bay Area
Built an unsupervised natural language processing pipeline to learn how users interact with the platform and make intelligent suggestions for users to better utilize the system.
Created multiple flexible and customizable visualizations to develop an understanding of the data in use and measure model performance.
Presented new AI features to key stakeholders and utilized feedback for future direction of projects.
2019 — 2019
San Francisco Bay Area
Developed a natural language processing algorithm to provide personalized user suggestions for a more convenient and streamlined user interface.
Integrated with product team for multiple Agile sprints to merge machine learning projects into the product front-end based off Figma designs.
Contributed to system set-up of new Flask server for new machine learning projects, including building customized utility functions and planning the system architecture.
Education
Brown University