手中有刀,心里有佛

Resume


Fan Yeliang (Leo Van)

Research Interest

Education

Work Experiences

  1. 2020.08 ~ Present, Meituan, Inc. Risk Data Mining Expert
  2. 2015.04 ~ 2020.08, JD.com, Inc. Senior Algorithm Engineer

Project Experiences

Security & Risk

2020.08 ~ Present, Risk Data Mining Expert

Intelligent Agriculture

2019.07 ~ 2020.08, Algorithm & Product Leader

Daat (Complex Network & Knowledge Graph)

2018.04 ~ 2019.06, Project Leader

All Seeing Eyes (Chinese Address Analytics)

2015.04 ~ 2018.04, Project Leader

User Behavior Analytics

2017.10 ~ 2017.12, Algorithms Engineer

Mortgage Loan

2015.04 ~ 2015.10, Algorithms Engineer

Skills

Programing Languages

Frameworks

Foreign Languages

Research Achievements

Papers

  1. Zhou, F., Yin, H., Zhan, L., Li, H., Fan, Y., & Jiang, L. (2018). A Novel Ensemble Strategy Combining Gradient Boosted Decision Trees and Factorization Machine Based Neural Network for Clicks Prediction. In 2018 International Conference on Big Data and Artificial Intelligence (BDAI) (pp. 29-33). IEEE.
  2. Li, J., Fan, Y.*, Xu, Y., & Feng, H. (2013). An Improved Forecasting Algorithm for Spare Parts of Short Life Cycle Products Based on EMD-SVM. In Information Science and Cloud Computing Companion (ISCC-C), 2013 International Conference on (pp. 722-727). IEEE.
  3. Fan, Y., Li, J., Chu, C. (2014). IEAF: A Hybrid Method for Forecasting Short Life Cycle Spare Parts. Unpublished.

Patents

  1. A kind of Chinese address segmenting method and system (CN 105159949, 2015)
  2. Product inventory predicting method and product inventory predicting device (CN 106056239, 2016)
  3. Data warehouse information processing method, device, system, medium (CN 109388637, 2018)
  4. A kind of data processing method, device, equipment and medium (CN 110309235, 2019)
  5. Method and apparatus for generating information (CN 110309235, 2019)

Technical Projects

  1. Data Science Introduction With R: a getting started tutorial of data science based on R (in Chinese). github-stars
  2. Data Science Introduction With Python: a getting started tutorial of data science based on Python (in Chinese). github-stars
  3. Sci-Hub EVA: Sci-Hub EVA is a cross-platform Sci-Hub GUI application. github-stars
  4. Quarto Pseudocode Extension: A Quarto extension to render pseudocode for html and pdf format output. github-stars
  5. Hive Functions: useful custom Hive functions. github-stars
  6. Cytoscape Manual: Cytoscape manual (Chinese Version). github-stars
  7. Rasa Doc: Rasa document (Chinese Version). github-stars

Offline Version

Updated on: 2023-04-01