Research Fields

  • Advertising
  • WSN(Wireless Sensor Networks)
    • Network Deployment Optimized & Fault Detection Paper
  • Traffic
    • Traffic Simulation & Nautical Risk Assessment Paper

Achievement

  • Mathematical Modeling & Data Mining Honor

Fundamental Theory

  • Graph Theory
  • Neural Network
  • Regression
  • Classification

cutting-edge tech

  • Big Data/Machine Learning，Natural Language Processing
    • Apache Spark, Hadoop
    • Scala, Java, SparkR
    • Json Parser Skills (smart-json)
  • Algorithm
    • scikit-learn for Python, MLlib for Scala
  • Data Mining
    • Matalb, Python, R
  • SQL Database
    • Mysql
  • Script
    • perl shell, PHP
    • Ruby, Node.js, D3.js, JavaScript

The related project can be found on my github

Summary

  • Keen on Scientific Research with Machine Learning & Data Mining in Big Data Fields
  • Design mathematical model & optimization algorithm
  • Mathematical Modeling

Contact

E-mail me: andy21.chow@gmail.com