EDUCATION
University of TechnologySydney, Australia (UTS)
Research Assistant 08/2023-11/2023
· Relevant Experience: Natural language correlation processing, which mainly studies the direct connection between the content of students’ answers and the standard answers and scores them (the answers to such questions need to be summarized and summarized in the text of the above and below questions, and knowledge distillation). GPT2/GPT3.5 is used to generate 5 candidate answers, which are called one of the characteristics, and compared with the students’ answers. Xgboost and LLM models were used in the process, and MCRMSE was trained as a loss.
The University of Sydney, Australia
(USYD, Postgraduate Education)
Master of Data Science 08/2022-06/2023
Relevant Courses: Natural Language Processing, Machine Learning, Data Mining, Visual Analysis, Advanced Statistical Analysis, Social Science, etc.
Relevant Project: Text classification, sentiment analysis and POS.The parts-of-speech project aims to classify the parts of speech of world famous works. The main difficulty lies in the virtual degree of names and place names of world famous works and the interference of foreign characters. In addition, there are also different formats and versions of world famous works, inconsistent conformity and inconsistent language characters. Finally, I ranked 12/300+ in this competition.
Average Score: 84%
Huaiyin Institute of Technology, China
(HYIT, Undergraduate Education)
Bachelor of Computer Science and Technology 09/2011-06/2015
Major: Computer Science and Technology (Network Technology Direction)
GPA: 3.65
Average Score: 86.93%
WORK EXPERIENCE
JiangSu Hoski Network Technology Co., Ltd. Nanjing, China
Cofounder and R&D Director 04/2018 – Present
Main fields: Intelligent transportation, including scheduling algorithm (B-end business), trajectory classification (B-end business), recommendation algorithm (C-end business), health monitoring of engineering structures, pavement damage and automatic monitoring (B-end business), etc.
R&D Director Part
Responsible for the research and development of all high-tech products, including Jiangsu Hoski comprehensive freight service platform, research and development of Jiangsu Hoski Road Rescue Subsystem, research and development of Jiangsu Hoski vehicle dispatching and dispatching system, and research and development of Hoski vehicle form trajectory intelligent analysis system, etc.
Publishing 1 paper, 6 invention patents (4 authorized, 1 accepted), 1 utility model patent, 1 EU utility model patent and 32 software copyrights
Responsible for intellectual property management, completing the GB/T 2940-2013 intellectual property management system standard certification, publishing patents for the company’s innovative products and publishing-related papers
Cofounder Part
Leading the company to win the titles of “National High-tech Enterprise”, “Science and Technology Small and Medium Enterprise”, “Jiangsu Private Enterprise”, “Jiangsu Software Enterprise”, “Lingque Enterprise”, and “The Three-star Cloud Enterprise” by the Jiangsu Provincial Department of Industry and Information Technology enterprise
Bringing more than 10 million annual revenues through innovative products for three consecutive years
A key incubator of Nanjing’s new R&D institution - Nanjing Collaborative Transportation Industry Innovation and Development Research Institute
Other experience
Participating in the Nanjing Youth Entrepreneurship Program and being approved as an excellent project in 2020
Obtaining financing investment from Nanjing Zijin Investment Group in 2021
Xinhai Technology Group Co., Ltd. Nanjing, China
Advanced Android Senior Engineer, Nanjing R&D Centre 12/2017 – 04/2018
Responsible for the design and implementation of Android Gateway, an elderly care device in Nanjing R&D Centre
Responsible for the transformation and upgrade of the medical hose-cutting machine (using Python to perform image edge detection, and control the motor and blade for automatic cutting)
JiangSu ZhongXie Intelligent Technology Co., Ltd. Nanjing, China
Manager & Software Engineer, Software Department 07/2016 – 12/2017
Responsible for the implementation and development of the Central Control App of the ZhongXie IoT Broadcasting
Took charge of the daily management of the department, work plan-making and performance evaluation
Responsible for the development of all software products of the department, including IoT broadcasting and indoor sound reinforcement products, with emphasis on the design of TCP-based own audio transmission protocol and the design of asynchronous command issuance rules for edge devices based on UDP and WebSocket
JSTI Group Nanjing, China
Project Manager,* *Jiangsu Union of Science and Technology Department 06/2015 – 06/2016
Responsible for the network engineering of the Smart Public Transport Division and the Smart Water Transport Division
Engaged in Xinjiang Communications Construction Group’s smart transportation project management system consulting project
Took charge of the development of the “Binhai Bus” App in Tianjin Binhai New District
PAPERS & PATENTS
Major Papers
Using Limited Open Government Data to Predict School Violence Within Australian Schools: A Case Study of Data Challenges and Opportunities (Submitting in Children and Youth Services Review)
Maize Disease Recognition via Fuzzy Least Square Support Vector Machine (Accepted by Journal of Information and Computing Science Vol. 8, No. 4, 2013 pp. 316-320)
Traffic flow detection system based on human-vehicle-road coordination research(Accepted by Information Week Issue 2 2020 pp. 479)
Major Software Copyrights
| Name | Issuing date |
|---|---|
| Maize Disease Recognition System V1.0 Based on Fuzzy Least Square Support Vector Machine | 09/2013 |
| Hoski Vehicle Trajectory Intelligent Analysis System Software V1.0 | 05/2018-12/2021 |
| Hoski Driving Behavior Monitoring System V1.0 | 05/2018-12/2021 |
Major Patents
| Name | Issuing date |
|---|---|
| A track screening and classification method, device, computer equipment and storage medium | 02/2022 |
| A rail transit vehicle function detection vehicle | 10/2021 |
| Driving behavior data acquisition and analysis method and system | 07/2020 |
| Traffic flow detection system based on driver-vehicle-road system | 06/2020 |
| Traffic flow detection system based on driver-vehicle-road system | 05/2020 |
| Method and system for acquiring topic information of Internet of Vehicles | 07/2019 |
HONOURS & AWARDS
| Name | Date |
|---|---|
| Nanjing Youth College Student Entrepreneurship Program | 08/2021 |
| Outstanding Graduate, HYIT | 06/2015 (bachelor’s degree) |
| Outstanding Graduation Design, HYIT | 06/2015 (bachelor’s degree) |
| National Encouragement Scholarship | 11/2014 (bachelor’s degree) |
| · Driving behaviour data acquisition and analysis method and system | 07/2020 |
EXTRA CURRICULUM EXPERIENCE
Costa Coffee (Shanghai) Co. LTD
Barista Master 2015.11– 2016.11
Learn the foundational coffee knowledge for a barista.
Purchase-sales-inventory management
SKILLS & INTERESTS
Languages: IELTS (6.5)
Technical Skills: JavaScript/TypeScript (Proficient); Python (Proficient); Android (Proficient); Java (Proficient); ThreeJs(Proficient);Microsoft Office (Proficient);
Interests: A flying enthusiast