Jinbo Yao

INFORMATION

Universiti Malaya (UM)

2023-2024: Master of Artificial Intelligence
Hunan University of Chinese Medicine (HUCM)

2018-2022: Bachelor of Computer Science and Technology in the department of Information Science and Engineering

RedHat, Quality Engineer (Internship)

TL： Apr 2021-Sep 2021

Tasks：

Familiar with the company's business processes, learn K8S framework and Openshift container documentation, test and maintain the company's OCP platform-related materials
Build a test environment and write shell scripts. Use Linux and K8s commands to operate the open shift platform
Learn front-end automation framework, write automation script tests for front-end testing

Baidu.com Technology Co., Python Development Engineer (Internship)

TL： Sep 2021-Dec 2021

Tasks：

Responsible for the quality assurance of Baidu Map logistics product (TMS). Participate in test requirement review, write relevant test cases and develop test plans, execute tests on time, provide timely feedback to track bugs, make corresponding card records, and ensure the test progress is completed on time.
Familiar with the company's project documentation and the icafe, icase platform. Learn the use of postman, xmind, and other software.Participate in developing a performance monitoring platform, responsible for log analysis and monitoring data analysis. Use python development language, use Django framework to implement the interface results of the test
Log analysis: complete scripts for log keyword statistics and analysis. Data analysis of keywords, judgments of the server's log analysis results, and configuration of ini files. Debug and track bugs in the container environment and into the pipeline to run.
Monitor and analyze: get the report of the result of monitoring and analyzing, perform the data analysis of monitoring, and feedback on the situation of the running index (CPU\memory, etc.) and whether there is a result of not meeting the standard.

(ZhiHu)Wise Four Co., Data Warehouse Engineer

TL： Jun 2022-Dec 2022

Tasks：

Responsible for the construction of the data warehouse in the direction of education, mainly liable for the construction of offline data warehouse, daily data support, and BI report data development to ensure data quality.
Responsible for data warehouse hierarchical architecture design and offline data warehouse reconstruction, merging and reconstructing redundant data tables.
Data warehouse governance: participate in data storage governance projects, govern the storage, sort out historical assets and offline tasks that have not been used downstream for more than 90 days, and adjust the life cycle.

Intelligent Traditional Chinese Medicine Data Analysis System

Intelligent Traditional Chinese Medicine Research Group, Research and Development

TL： Sep 2020-Jul 2022

Tasks：

The project uses data mining algorithms for clustering and association analysis of TCM prescriptions; deep learning is used for data training of TCM text datasets to achieve text recognition and entity linking functions. By using the complex system entropy clustering pattern mining algorithm, the drug pairs with similar drug properties are filtered out, so that the difference of the correlation coefficients of each drug pair in all the clustered pairs becomes smaller and the success rate of obtaining new prescriptions increases.
The association analysis uses the Apriori algorithm to obtain the association between drugs based on the prescriptions and output the set of drugs that meet the confidence threshold. Frequency analysis counted and ranked the frequency of single drugs, drug pairs and triads in the prescriptions.
Named entity recognition of Chinese medicine manuals: The ALBERT_BiLSTM_CRF model is used to iteratively train the Chinese medicine manual data, save the model as an hdf5 file, and then perform entity recognition on the input text. The accuracy of this project reaches 98% and possesses good results.
Named entity linking: entity linking and entity disambiguation operations are performed based on the entities identified by named entities. Mapping the entities in the entity library and returning the knowledge graph.

Research results：

Publication: Liu Bo,Liu Wei,Tang Bo,Meng Tao,Yao Jinbo,Hu Wei. Design and implementation of intelligent TCM data analysis system[J]. Computer Knowledge and Technology,2022,18(07):51-53.DOI:10.14004/j.cnki.ckt.2022.0426.
2020 National Project of Student Innovation and Entrepreneurship Program (Project No.: S202010541052)
Software copyright of Intelligent Chinese Medicine Data Analysis System (No. NO.10351480)

June 2021, National Third Prize in China College Students Service Outsourcing Innovation and Entrepreneurship Competition, China College Students Service Outsourcing Innovation and Entrepreneurship Competition Organizing Committee
March 2022, Copyright of Intelligent Traditional Chinese Medicine Data Analysis System Software (No.10351480), National Copyright Administration of the People's Republic of China
July 2022, National Student Innovation and Entrepreneurship Training Program Project in 2020 (Project No. S202010541052), National College Student Innovation and Entrepreneurship Training Program
March 2022, Design and Implementation of Intelligent Traditional Chinese Medicine Data Analysis System (Computer Knowledge and Technology. 2022, 18(07)), Computer Knowledge and Technology Journal
July 2021, First Prize in the First Hunan Province College Student Chemical Engineering Virtual Simulation Competition, Hunan Chemical Engineering Society
September 2020, Second Prize in Hongcheng Technology Enterprise Training, Hongcheng Technology Development Co., Ltd. Hunan Branch
November 2018, Excellent Volunteer, Awarding Organization: Hunan University of Chinese Medicine
December 2020, Scholarship Certificate for 2020 (December 1, 2020), Hunan University of Chinese Medicine
November 2021, Scholarship Certificate for 2021, Hunan University of Chinese Medicine