Download CV (Eng)

Education

• B.Eng. in Information Management and Information System, Central South University, Changsha, China, 2016-2020
• M.Sc. in Agricultural Economic Management, Lanzhou University, Lanzhou, China, 2020-Current

Research Interests

• Data Mining and Environmental Management
• Remote Sening and Geographic Information System
• Hyperspectral UAV
• Computer Vision

Publications

Hyperspectral Monitoring Driven by Machine Learning Methods for Grassland Above-Ground Biomass

Huang, W.; Li, W.; Xu, J.; Ma, X.; Li, C.; Liu, C. (2022). "Hyperspectral Monitoring Driven by Machine Learning Methods for Grassland Above-Ground Biomass." Remote Sensing. 14, 2086.

Languages

Hokkien, Mandarin, English

Skills & Expertise

• Programming Languages: Python, Matlab, R, SQL, C, Java, C #
• Mathematical knowledge: Calculus, Linear algebra, Statistics, Operational research, Discrete mathematics
• Abilities: Data Science, Machine Learning (Feature engineering), Deep Learning (CNN,GAN,GNN)
• Tools (Win/Linux): Pytorch, Keras, Tensorflow, Sklearn, Im-sklearn, Seaborn, MMdet , Statsmodels
• Computer Vision (CV): Image classification, Instance segmentation, Object detection, OCR
• Interest Areas: Signal Processing, Time Series, Recommendation System (RSs), Spatio-Temporal Analysis

Honors & Awards

• Outstanding Party Member of Lanzhou University 2021
• Outstanding Student of Central South University 2018
• Third Prize for the MatherCup Mathematical Modeling 2022
• H Award of American Mathematical Contest in Modeling 2018
• Bronze Award of China College Students’ Entrepreneurship Competition (Hunan Division ) 2018
• Champion of the Central South University Football League 2018
• Certificate of the CDA data analyst 2018