关于

Contact Information

• GitHub The-GitHub-Link
• FaceBook The-Facebook-Link
• Personal-Wechat : 1304673417
• Public-Wechat-Account : Detective_Roger
• Email (For Job) : arthursmart@163.com
• Email (General) : rogersmart@163.com
• Phone Number : 18912368293 (China)

Education

• Master of Mechanical and Industrial Engineering : Focus in Analytics, Expected in 11/2023 University of Toronto, Canada
• Honours Bachelor of Science: Major in Statistics, Graduated in 06/2022 Queen's University, Kingston, Canada, Minor Computing

Skills

• Programming Language : Python & R, Java, MySQL, SAS, Linux, HTML, CSS, PHP, JavaScript, Bootstrap, PySpark
• Machine Learning and Deep Learning(PyTorch, Keras), Data Analytics(Tableau), Risk modelling, CFA Level1 Candidate

Professional Expreience

• Machine Learning And AI Algorithm Intern, TitanOS, Wuxi, China
  2023.05 – 2023.07

Collected 200+ videos from surveillance cameras on streets of City ShangRao in China and used FFMPEG to deframe; Used LabelMe to label 5000+ pictures and used ISAT with segment-anything to do road segmentation on 2000+ pictures;
Applied data augmentation to training data with the change of brightness and size, then applied yolov5 model to do object detection on 6 classes; Prepared training and testing reports and updated models to company’s system.

• Data Analytics Intern, Shanghai Yagao Communication Co., Ltd., Shanghai, China
  2021.05 – 2021.07

Used Python to develop website crawlers, grabbing and compiling information from web pages; employed Xpath and Requests to collect 100+ browser search drop-down box key words and the top ten articles in the browser keyword search;
Generated automatic PivotTables in pandas to form daily statistical and visualization reports; reduced workload from 3 hrs to 4 mins; Analyzed 1000+ social media comments on public posts such as Tik Tok and TopBuzz to identify keywords