An Empirical Study on The Properties of Random Bases for Kernel Methods: Implementation and Extensions
Harvard Applied Mathematics 207 Final Project
Posts by Collection
projects
Amazon Fresh Expansion to India
Expanded Amazon Fresh online grocery shopping experience to Amazon.com’s main retail platform in India. Added dynamic (region aware) navigation bar, scoped search, scoped cart features for desktop, mobile web, and mobile app platforms.
Amazon Fresh Product Offer Data Base and Visualization Tool
Summer 2017 Intern Project: Created a backend service to migrate Amazon Fresh product offer data from Oracle to Amazon Web Services (AWS), and created dashboards for data visualization on ElasticSearch and Kibana.
Amazon Fresh As Core Prime Membership
Launched Amazon Fresh Rebranding and contributed to software systems that supported Amazon Fresh grocery delivery as a core Prime member benefit, removing the annual fee.
Amazon Fresh Expansion to Singapore
Expanded Amazon Fresh online grocery shopping experience to Amazon.com’s main retail platform in Singapore. Added dynamic (region aware) navigation bar, scoped search, scoped cart features for desktop, mobile web, and mobile app platforms.
Amazon Luxury Stores Mobile App Experience
Designed overall architecture and built scoped cart for Amazon Luxury Stores mobile shopping experience on iOS and Android.
Morrisons Launch in Amazon UK
Launched Morrisons online shopping experience on Amazon.com’s main retail platform. Added dynamic (region aware) navigation bar, scoped search, scoped cart features for desktop, mobile web, and mobile app platforms.
Amazon Fresh Physical Stores Hybrid Shopping
Launched desktop, mobile web, and mobile app navigation experience to support physical in-store and hybrid shopping experiences for Amazon Fresh’s physical stores.
Amazon Prime Now Main Navigation Bar and Checkout Banner
Updated main navigation bar and cart checkout banner for Prime Now website.
React Native 0.60 Migration for Amazon Mobile Platforms
Migrated Amazon mobile app software systems for iOS and Android to React Native release version 0.60.
Whole Foods Market on Amazon.com
Launched Whole Foods Market online shopping experience on Amazon.com’s main retail platform. Added dynamic (region aware) navigation bar, scoped search, scoped cart features for desktop, mobile web, and mobile app platforms. Integrated Whole Foods Market Promo and QR Code bottomsheets.
Linear Bandits with Total Variation Contamination
Harvard Computer Science 224 Final Project
publications
Paper Title Number 1
Published in Journal 1, 2009
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). http://academicpages.github.io/files/paper1.pdf
Paper Title Number 2
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2). http://academicpages.github.io/files/paper2.pdf
Paper Title Number 3
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3). http://academicpages.github.io/files/paper3.pdf
research
Non-Stationary Latent Auto-Regressive Bandits
Anna L. Trella, Walter Dempsey, Finale Doshi-Velez, Susan A. Murphy. In Submission, 2024 [paper] [code]
Optimizing an adaptive digital oral health intervention for promoting oral self-care behaviors: Micro-randomized trial protocol
Inbal Nahum-Shani, Zara M. Greer, Anna L. Trella, Kelly W. Zhang, Stephanie M. Carpenter, Dennis Ruenger, David Elashoff, Susan A. Murphy, Vivek Shetty. Contemporary Clinical Trials, 2024 [paper]
Reward Design For An Online Reinforcement Learning Algorithm Supporting Oral Self-Care
Anna L. Trella, Kelly W. Zhang, Inbal Nahum-Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy. Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI-23), 2023 [paper] [code] [video]
Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-Implementation Guidelines
Anna L. Trella, Kelly W. Zhang, Inbal Nahum-Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy. Special Issue of Algorithms in Decision Support Systems Vol. 2, 2022 [paper] [code] [video]
Discrepancies in Epidemiological Modeling of Aggregated Heterogeneous Data
Anna L. Trella, Peniel N. Argaw, Michelle M. Li, James A. Hay. Contributed Talk at IJCAI 2021 Workshop on Artificial Intelligence for Social Good [paper] [code]
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Numerical Analysis
Undergraduate Course, University of California, Berkeley: Department of Mathematics, 2016
Course Reader for Math 128A - Numerical Analysis
Machine Structures
Undergraduate Course, University of California, Berkeley: Department of Electrical Engineering and Computer Science, 2018
Undergraduate Student Instructor for CS61C - Great Ideas in Computer Architecture (Machine Structures)
Mathematics Foundations for Machine Learning
Amazon Internal Training, Amazon Web Services - Machine Learning University, 2019
Teaching Assistant for AWS Machine Learning University
Machine Learning
Undergraduate Course, Harvard University, 2022
Graduate Teaching Fellow for CS 181 - Machine Learning