Zhipeng (Peter) Ye Email & Phone Number

Seattle, Wa, Us

- Expanding multi-lingual capability of Large-Language-Model(LLM) based applications via model-agnostic approach.- Enhancing truthfulness, robustness, tractability, and measurability of LLM applications. - Designed solutions for low-latency and high consistency for ordering system via native AWS technologies such as DynamoDb and Lambda functions.- Development of highly available and scalable distributed system with RESTFul API design with AWS ECS.- Full-stack development of a key customer facing feature on Amazon Shopping website homepage and app using React Native, ReactJS, Java, and Javascript.- Native Android mobile development using Java.

New York City, Ny, Us

• Analyzed Nike's distribution system in China, and designed machine learning strategies saving 10% of online sales delivery cost• Enhanced holiday sales prediction accuracy by 10% via feature engineering and product clustering• Identified a mistake in provided data affecting 100% models by data analytics, and corrected with communication• Utilized Python to visualize and generate over 10 ad hoc analytics reports, and communicated key to facilitate team progress

• Collaborated with product teams on operation projects and increased team efficiency with PostgreSQL• Conducted cohort analysis on large scale marketing data with Python• Enhanced metrics adequacy by 30% with Beta Distribution• Developed 30% of recommendation strategies and helped to launch a recommendation product • Cleaned large-scale unstructured data with Python, increasing an existing team model accuracy

- Increased team efficiency by 10% through providing investment viability analysis, evaluation modeling, and market research- Analyzed company business and financial data and business model and contributed 10% of potential investment targets

Master Of Science - Ms, Business Analytics

Bachelor'S Degree, Economics & Math Joint Major