Anthony Peng Email & Phone Number

Providence, RI, US

New York, New York, United States

• Member of the AR Input & Interactions team. I focused on improving our EMG signals classification process.
• Built proxy models of our primary model, resulting in improved training costs (time: 3 days --> 3 hours, compute: 1/30th of the original cost) while maintaining nearly identical model performance.
• Wrote reusable source code to extract, cleanse, and standardize model output data in preparation for plotting performance across benchmarks. Colleagues simply input a model ID + benchmark IDs to auto-generate plots.
• Published a Jupyter notebook to showcase my proxy models (code snippets) and their performance (statistics, graphs, and interpretation of results). Delivered a live presentation to the department at internship end.
• Implemented several new labelling algorithms, the best of which consistently performed slightly better than our current flagship labelling algorithm under extensive testing.
• Added multiple features to our modeling infrastructure (option to use a subset of the full corpus with a variety of sampling methods, ability to parse a YAML config file in order to freeze specific model layers or.

• Member of the ESL team responsible for the Electronic Shelf Labels system (used in physical Amazon stores).
• Designed and implemented a user interface for engineers within Amazon to access and view data from the onboarded physical stores and the integrated microservices used to connect and operate the ESLs.
• Documented my design decisions in a standardized format and underwent Amazon’s design review process.
• Implemented a REST API that serves Amazon store (and related services) data; wrote SQL queries to fetch data from the backend DB; built a web application using React; incorporated authentication & security measures.
• Participated in all sprint ceremonies of the team, contributed to technical discussions, joined code reviews.
• Worked on business-as-usual tasks/issues for our team in sprint fashion. Fixed bugs in the ESL codebase.

• Primarily responsible for the web and mobile development (Angular) of our platform dedicated to bringing athletes tailored mental health care.
• Added scalability to pages of our application to include accessibility for mobile and tablet platforms.
• Fetched blog article posts from our WordPress, using its REST API, to be displayed/accessed on our homepage.
• Created our matching page to link athletes to their top 3 therapists based on their preferences.
• Added image logo stamping and cropping interfaces for our users to spread awareness across social media.