Ziwei (Summer) Ye has three years of work experience in the data science field. In 2020, they worked as a Data Scientist at Tatari. In 2019, they worked as a Data Science Intern at Honeywell, where they constructed a scalable pipeline for IoT data preprocessing and built a deep learning model to detect anomaly behaviors in aircraft engines, achieving a 10% increase in precision compared to the baseline model. Ziwei (Summer) also collaborated with other members to design and implement a computer vision product that facilitated drones to automatically recognize the cracks on the surface of buildings. In 2018, they worked as a Data Analyst Intern at Accenture, where they contributed to the digital transformation project for a large state-owned enterprise. Ziwei (Summer) collected customer feedbacks data, located existing business pain points using NLP and sentiment analysis, and assisted the consulting team to organize the client's data asset, conduct industry research, and research on the latest national policies. Ziwei (Summer) also delivered a proposal of digital transformation strategy that provided the client with solutions to online business integration and sales platform construction.
Ziwei (Summer) Ye attended The University of British Columbia from 2014 to 2018, where they earned a Bachelor of Arts in Economics & Applied Econometrics. In 2017, they obtained a CFA Level I certification from the CFA Institute. From 2018 to 2019, they attended Carnegie Mellon University, where they earned a Master of Information Systems Management.
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