Junyan Yao

+1-213-***-**** adwe44@r.postjobfree.com https://www.linkedin.com/in/junyan-yao-6073a1193/ EDUCATION

University of Southern California Aug 2021-May 2023 Master of Science in Computer Science GPA:3.61/4

Related fields: web technology, multimedia system design, game, machine learning, robotics Nanjing University of Posts and Telecommunications & New York Institute of Technology Sep 2017-Jun 2021 Bachelor of Science in Computer Science (Pacemaker to Merit Student) (Presidential Honors List) GPA:4.0/5 TECHNICAL SKILLS

Programming Languages: (mainly)Java, Python; C++, C#, SQL, HTML, JavaScript, TypeScript, CSS, Git, Matlab, SPSS, SPS Technical Skills: Flask, Angular, Nodejs, Expressjs, Bootstrap, OpenGL, MySQL, Pytorch, ROS Aikido, Unity, GCP, AWS Knowledge: Multimedia processing&compression, Machine learning, Mathematical Modeling, Design Patterns INTERNSHIP EXPERIENCE

Intern, Information Technology Department, Bank of China Suzhou Branch Jul 2019-Aug 2019

● Maintained servers, built new modules; experienced with program and management auditing procedures;

● Applied speech recognition technology with iFLYTEK CO.LTD in private offline environments;

● Engaged in regular conferences about system design of a block-chain based oversea business application project. PROJECTS

Team Algorithm Designer & Coder, Multimedia Video Re-produce Application Project Oct 2022-Nov 2022

● Built a pipeline of video remake; Video objects and background extraction with macroblock motion prediction;

● Rebuild background panorama based on OpenCV, able to build any arbitrary camera movement video, eliminate any object. Product Manager, Game Designer and Code Contributor, 3D Dual Player Game Project Sep 2022-Nov 2022

● Designed, built and published a dual player 3D game iteratively based on Unity WebGL. Link.

● Performed whole game making procedure, game data extraction and analysis, game balance, real-time cross-site data exchange Team member, Kaggle Competition-H&M Personalized Fashion Recommendations Apr 2022-May 2022

● Applied several machine learning strategies, including K-means, clustering, RNN-LSTM, Collaborative filtering, statistics on real world transactions to predict future cloth purchases of each customer, and ensembled the results; Ranking 456/2954. Individual Full Stack Developer, Online Stock Trading System Mar 2022-Apr 2022

● Constructed a web&android app real-time simulated stock trading system, particularly MEAN stack Web-application utilized Angular, Nodejs, Expressjs, Bootstrap, HighCharts etc. and deployed on both Google Cloud Platform and Amazon Web Services. Web link, Also corresponding app on Android. Interface and flask programmer, AI Medical Helper project Mar 2021-May 2021

● Built an online symptom and medical consulting system driven by neo4j Knowledge graph database;

● Interact with AI chatbot, UI on WeChat program, functional with voice recognition, inbuilt map, historical records, etc. Research Member, Research Project Retinal Fundus Vessel Image Segmentation, supervised by Dr. Mohamed Abdel-Mottaleb, University of Miami Jul 2020-Oct 2020

● Constructed and trained different types of deep learning cycle GAN based on PyTorch to enhance image segmentation task;

● Proposed a new training structure, a two-step cycle training with U-Net, making dice coefficient increase from about 79%(newest others’ paper) to 81% on DRIVE datasets. Group Leader of projects: Nov 2020-Dec 2020

● Job-focusing Search Engine: Developed an Tf-Idf-cos and ide correlation classical search engine database content ranking system on similarity of web-crawled data.

● Children Tracking System: Produced an Android app based on Baidu map to track location of logged in devices. Independent Developer: Apr 2020-Jun 2020

● Genealogical management system: Designed and implemented data management, database, dynamic UI based on Java & JavaFX, using MVC design mode. Project 49 starred on CSDN platform.

● Network packet capturing software application: Sniff and send network packets on TCP-IP layer, based on JnetPCap, show results and analysis with JavaFX UI, similar to wireshark.

● Football manager project: simulate football club management, players info storage, transfer, filter, backend database on MySQL. Team Leader, Artificial Intelligence and Technology Innovation Programme, University of Cambridge Jan. 2020

● Conceptualized and designed a tech innovation project about automatic drone tailing and carrying system, including design of system structure and business mode, etc.

RELATED PRIZES

Designer&Programmer, Noninvasive Real-time Data Acquisition and Control System,winning the First Prize in

“Longteng Cup” National College Students’ Creative Innovation Competition Sep 2019-Oct 2019

● Utilized OpenCV and machine learning to detect marks’ status of streaming live video input and use serial communication to simulate human action as serial backward control, automating the whole procedure. Team Model Constructor, China Undergraduate Mathematical Contest in Modeling, winning the First Prize in the Jiangsu province Jul 2019-Sep 2019

● Studied and applied math base of optimization, evaluation, classification, prediction problems, and classical methods, explored papers related to many particular real-world problems.

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