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Carnegie Mellon University, SCS

Master

Software Engineering, Scalable System

• Machine Learning System
• Advanced NLP
• DevOps
• Design Pattern

Tongji University, SSE

Bachelor

Software Engineering

• Computer Architecture
• Discrete Math
• Database Principle
• Web Service & Microservices
• Distributed System
• Industrial Big Data & Cloud Computing

ByteDance Inc.

VolcTrans, NLP, AI Lab

• Developed a full-stack web application from scratch for quality assessment of translation engines. Integrated BLEU and deployed COMET model to automate the evaluation the quality of translation engines with multiple metrics.
• Analyzed previous data from event trackings to drive feature optimization. Modified and validated new behavior tracking points for future enhancements.
• Contributed to the caring bot, Douyin Xiao'an. Generated Supervised Fine Tuning (SFT) data, reviewed SFT data and prompts in daily scrum meetings.

Shanghai AI Laboratory

AI for Imaging Group

• Improved neural network robustness on memristors using Bayes optimization technique. Conducted experiments to pinpoint key determinants for model resilience.
• Designed and coded an algorithm to automatically adjust dropout rates in sync with each Bayes optimization iteration, countering the challenge of memristor weight drifting.
• Benchmarked and validated the algorithm across 10 network architectures under varying Gaussian noise levels to simulate memristor weight drifting. outperforming four baselines in terms of efficiency and accuracy across an extensive range of sigma values.

Academic Excellence University Scholarship, 2021-2022 Academic Year

Tongji University

Second Prize of Citi Cup (Fintech Innovation Application Competition)

Citigroup Services and Technology (China) Ltd.

Developed an individual carbon credit assessment platform based on people's daily life.'

National Third Prize of Mobile Application Innovation Competition of China Collegiate Computing Contest

Computer Education Research Association of Chinese Universities, Zhejiang University, Apple (China)

Enhanced the iOS app, Codesigner, with interactive new features to help programming beginners learn Swift and SwiftUI.

Academic Excellence University Scholarship, 2020-2021 Academic Year

Tongji University

First Prize of East China Region in Mobile Application Innovation Competition of CCCC

Computer Education Research Association of Chinese Universities, Zhejiang University, Apple (China)

Built an iOS app, Codesigner, as a tutorial to help programming beginners learn Swift and SwiftUI.

Academic Excellence University Scholarship, 2019-2020 Academic Year

Tongji University