Kanghu

Kangshu Zhang

Data engineer

Data scientist

EDUCATION

Zhejiang University

Sep 2016 - Present

  • SCI Paper *1; Copyright of Software *1
  • Graduate of Merit; Award of Honor for Graduate; Academic Scholarship
  • Vice President of Student Union: administrator of innovation practice, organizer of sharing sessions and conferences held for students on campus and entrepreneurs of local startups.
  • Core Participant of National Critical Project for Science and Technology on Water Pollution Prevention and Control: full involvement in project implementation, from construction, management to final acceptance.

Huazhong University of Science and Technology

Sep 2012 - Jun 2016

  • GPA:87.7 (Top 10%)
  • National Endeavor Scholarship *2; Academic Scholarship; Excellent Student Cadres; Class monitor
  • Director of Student Funding Committee: administrator of around 500 students' voluntary works and student employment program; founder of the volunteer teaching activity called 'Hand-in-Hand'

CORE SKILLS

  • Foreign Language: TOEFL (R24+L27+S20+W22); GRE (V150+Q169); CET-6 (578)
  • Programming: Python (skilled); C++ (basic); SQL; Linux shell
  • Tools: Jupyter notebook; Git; Docker; XMind
  • Experience with multivariate statistical analysis, machine learning (decision tree, neural networks, reinforcement learning) and deep learning (LSTM, CNN)
  • Excellent ability in logical writing, organization management and interpersonal communication

PROJECT EXPERIENCE

AQUA STUDIO

Developed independently
  • Frameworks and Libraries: Django, Keras, Bokeh, Pandas, SemanticUI
  • Description: Intelligent monitoring and early warning system for wastewater treatment facility. This application has been embed in the demonstration project attached Critical Project for Science and Technology on Water Pollution Prevention and Control.
  • Repository: github.com/zhangks93/aqua_studio

BSM SIMULATION PLATFORM

Developed independently
  • Frameworks and Libraries: Numpy, Pandas, Seaborn, Statsmodel
  • Description: Simulation platform for activated sludge model in wastewater treatment.
  • Repository: github.com/zhangks93/ASPS

EASY ANALYTICS

Developing independently
  • Frameworks and Libraries: Pandas, Statsmodel, Scikit-learn, Pyspider, Matplotlib, Seaborn
  • Description: Aimed at simplification of scientific research works: visualization of the relationship between literatures based on web crawler technique, one-stop service for statistical analysis, language polish based on natural language processing after the manuscript is completed.
  • Repository: github.com/zhangks93/easy-analytics

PERSONAL PROFILE

My greatest gift lies in numeric cognition: mathematics and fundamental courses of computer science were my best. In addition, comprehensively developed quality will avoid me tending to be mediocre: I played basketball for my department and learned playing piano by myself. I am confident that my major is not a handicap since my talents and enthusiasm will ensure me a quick and smooth transition.