BINGQING LIU

Los Angeles 213-***-**** ad2sp7@r.postjobfree.com https://www.linkedin.com/in/bingqing-l-0a2ba222a/ EDUCATION

University of Southern California January 2022-December 2023 Master of Science. Applied Data Science

Fudan University September 2017-June 2021

Bachelor of Engineering. Electronic Engineering

Fundamentals of Analog Circuit and Digital Circuits/Digital System Design/Embedded Systems; VHDL/Verilog

Economics(Second Major); Relevant course work: Statistical Methods/Machine Learning/Engineering TECHNICAL SKILLS

Skills: Python, SQL, C, Matlab, Java; Tools: AWS, Agile, Docker, Azure,Figma, Microsoft Office Suite (Excel)

Specializations: Machine Learning, Natural Language Processing, Large Language Models INTERNSHIP EXPERIENCE

Software Developer & Project Coordinator, Project Administration June 2023-August 2023 Micro-intelligence, Shanghai, China

Constructed annotation tools and executed SAM model to train image datasets on a Linux environment

Initialized a X-ray classification tool and architected an AI platform, identifying 90% of product defect points

Spearheaded cross-functional development teams to refine software engineering methodologies, diminishing the rate of false positives from 0.08 to 0.05; boosted system accuracy and dependability through meticulous process optimization Data Analyst & Software Engineer, Vehicle Performance Integration Department August 2021-December 2021 Inceptio Technology, Shanghai, China

Executed daily cleaning and analysis of extensive 100 GB Excel datasets, ensuring data integrity and accuracy; utilized MATLAB and Python on Linux to efficiently identify and isolate all outliers, making optimization by 20 percent

Masterminded Python-driven analytics for 6-month vehicular datasets, integrating advanced image recognition algorithms to elevate autonomous driving system efficiency, performing ETL tasks to ensure data integrity Data Engineer, Data Engineering Department November 2019-January 2020 Transwarp Information Technology, Shanghai, China

Employed Hadoop to process and enhance security of 20 TB of sensitive financial data; devised firewalls and encryption to safeguard it from potential breaches and unauthorized access, ensuring confidentiality of bank's critical information

Functioned with software development team to create algorithms, improving efficiency of credit filtering processes by 50% Financial Software Analyst, Financial Strategy and Risk Management Department June 2018-September 2018 Shanghai Asset Management Association, Shanghai, China

Established risk models to assess risk associated with different investment strategies and positions of over 200 members

Architected benchmarks and performance measurement tools to evaluate performance of fund members with C and Java PROJECTS

Yelp Data Management. Group Leader November 2022-February 2023

Set up EC2 using AWS(Amazon Web Service); created a recommendation system for yelp to anticipate user ratings using Jaccard based LSH(Locality-Sensitive Hashing); up to 90% accuracy; helped merchants improve service

Formulated a linguistic model classifier to sort sentiment of reviews into 3 types in SQL and visualize with TABLEAU City Intelligence about LA Traffic Collision. Group Leader January 2022-April 2022

Led team to design UI platform and extract zipcode from map deploying Google API to help users decide by HTML and CSS

Predicted high risk levels of traffic in los angeles operating KNN and regression analysis with Agile and Scrum framework Machine Learning about Diagnosis of Hepatic Cellular Cancer December 2020-May 2021

Conducted feature extraction using MATLAB, ranked by importance; selected top 25 features based on significance

Developed and optimized AI image segmentation models using PyTorch platform; true positive rate 0.78

Implemented UNet architecture to enhance precision of tumor segmentation process by 20% improvement in accuracy ACTIVITIES

Vice President, USC CHINESE GRADUATE STUDENT ASSOCIATION, Los Angeles,California January 2022-Present

Reach out to over 30 representatives of sponsors and invite sponsors and raise funds

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