VMware is a leading provider of multi-cloud services for all apps, enabling digital innovation with enterprise control. 

At the heart of everything we do lies the responsibility and the opportunity to build a sustainable, equitable and more secure future for all.  

Since our founding in 1998, our employees and partners have been behind the tech innovations transforming entire industries. Today, we continue to cultivate a culture of innovation where curiosity meets execution.

We work to harness the next wave of innovation and solve our customers’ toughest challenges through disruptive technologies, like edge computing, AI, blockchain, machine learning, Kubernetes, and more.

New York University

Fudan University

High School Affiliated to Renmin University of China

Senior Member Of Technical Staff

Implemented an anomaly detection pipeline for complex telecommunication networks. Increased automation and reduced operating expense for telecom companies.

Visualized the the results for engineers to determine the root causes of anomalies faster. Published the models, usages and outputs with Notebook so data scientists and consultants at Bell Labs can easily understand the method. 

Analyzed the values and constraints of the pipeline and estimated its business value.

Data Science and Machine Learning Intern

Implemented machine learning models to reduce the number of false alarms generated by the company's lost prevention IoT device.

Applied data pre-processing and exploratory data analysis to identify useful features in various use cases. Cleaned erroneous data generated by incorrect software logic.

Designed and implemented a multi-layer clustering model to predict safe locations for users. Visualized the result of prediction on Google Maps to assess performance using known safe locations. Help created a classification model to predict if a lost alarm is valid based on data captured by smart phone. 

Designed a predictive analytics plan for the future through personal prediction, collaborative prediction, and prediction with third-party data.

Artificial Intelligence Intern (Unpaid)

Supervised by Prof. Yaqian Zhou at the Institute of Media Computing and Web Intelligence. 

Developed a mobile App with text-to-speech features for school children to complete dictation homework. Developed backend APIs and frontend websites with PHP and JavaScript to let teachers efficiently upload and retrieve course materials and monitor student performances. Developed an automatic evaluation system using OpenCV to assess children's handwriting skills through uploaded photos. Analyzed students' study habits.

Designed and implemented a multimodal machine learning pipeline to segment hours-long course recordings into single-topic sections, utilizing text and video, data. Implemented and evaluated various supervised classification models including SVM, CNN, LSTM, and fastText.

Undergraduate Research Assistant

Developed a customized Horizon dashboard for OpenStack to support user self-registration.
Developed backend APIs with Django to accept user payment and allocate computation resources.