Stanford University / MS Computer Science
Artificial Intelligence Track
Stanford University / BS Mathematical and Computational Science
Interdisciplinary major including Mathematics, Computer Science, Statistics and Management Science and Engineering
Harvard Business School / Big Data For Social Good, 2022, Online Course Stanford Graduate School of Business / Paths to Power, 2022, Online Course
Skills
Deep Learning, NLP, transformer models, text mining, NER, language models, ML for biomedicine/health Tools: pytorch, transformers, Huggingface, python, scipy, numpy, pandas, sklearn
Work Experience
Chan Zuckerberg Initiative Foundation / Research Scientist, June 2019 - PRESENT, Redwood City, CA
Built an NER model to extract mentions of experimental methods and datasets from full-text Biomedical Research Papers. Collaborated with Engineering to bring the model to production in a biomedical research discovery tool.
Built an NER model to extract mentions of genes, diseases and chemicals from full-text biomedical papers
Built an algorithm to mine Community-based organizations from relevant journal articles
Built a personalized ranking algorithm to rank biomedical papers in feeds
Implemented an Eigenfactor-based impact metric to rank scientific journals
Chan Zuckerberg Initiative / Research Science Intern, June 2018 - September 2018, Redwood City, CA
Built a Graph-Convolutional Neural Network algorithm for cross-entity recommendations relevant to the biomedical domain (e.g. journal -> author, author -> biomedical concept)
Amazon / Software Development Intern, June 2017 - September 2017, Boston, MA
Worked on the Machine Learning Platform team on mechanisms to audit security permissions for data generated from Alexa devices
Amazon / Software Development Intern, June 2016 - September 2016, Seattle, WA
Built the web application for Amazon Rewards Visa Credit Card for mobile as part of the Credit Payments team.
The application is currently in production and used by Amazon users worldwide.
Stanford Computer Science Department / Summer Research Intern, June 2015 - September 2015, Stanford, CA
Built a web application to get high school students excited about Computer Science
Professional Service
NeurIPS (Conference and Workshop on Neural Information Processing Systems) / Reviewer / 2022, 2023 ICML (International Conference on Machine Learning) / Reviewer / 2022
Volunteering
Chan Zuckerberg Initiative Women in Tech (WIT) ERG / Executive Co-Lead / March 2022 - Present Expanding Your Horizons STEM Conference for Girls 2021 / Mentor for the AI Track
Teaching Experience
CS 109 (Introduction to Probability for Computer Scientists / Teaching Assistant Fall 2017, Spring 2017, Fall 2018, Stanford, CA CS 223A (Introduction to Robotics / Teaching Assistant Fall 2019, Stanford, CA CS 106A (Programming Methodology - Java) and CS 106B (Programming Abstractions - C++) / Section Leader Various Quarters from 2014-2017, Stanford, CA
Awards
International Earth Science Olympiad / Bronze Medal 2011 International Chemistry Olympiad 'D.I.Mendeleev' / Bronze Medal 2011 International European Union Science Olympiad / Gold Medal 2010