class README:
    """Doc String PlaceHolder"""

    def __init__(self, username='JL1829', year=2021):
        self.username = username
        self.FullName = 'Johnny(ZHIPING) Lu'
        self.education = {
            'Machine Learning': {'Standford University': 'Machine Learning',
                                 'Coursera': 'Deep Learning',
                                 'Coursera': 'TensorFlow Certified Engineer'
                                 'Imperial College London': 'Mathematic for Machine Learning'},
            'Master': ['MSc of Technology and Intelligent System', 'National University of Singapore'], 
        }
    
    def doing(self, now=2021):
        today = self.year
        
        if now == today:
            experience = self.employment['Machine Learning Developer']
            return """
            I am a Machine Learning Developer, current
            working project:
             - Customer purchase value prediction
             - Customer sentimental anaylser for review
             - Using Autoencoder for Computer Network Anomaly Detection.
            """
            learning = self.education.get('Master')
            
        if abs(now - today) > 4:
            experience = self.employment['System Engineer']
            return """
            I am a system engineer with around 10 years of solution design and 
            customer facing experiences, designing solution based on current
            product, as well as developing customized product for particular requirement."""
            
        if now > today:
            goal = self.employment['Machine Learning Engineer', 'Data Scientist']
            return """
            I am eager to explore the bigger world of Machine Learning and Data Science.
            **Open for Opportunity**
            """
            
        else:
            return """
            ### Hi there ~~
            """

me = README(2021)

Experiences

Allied Telesis

  • Technical Consultant, (Machine Learning, Data Science). Singapore, Jun/2017 – Dec/2020

    • Leading Data Science and System Engineer team to develop products that measurably and efficiently improve sales and top-line growth.
    • Interfacing with customers to receive valuable product feedback.
    • Driving strategy and vision for products by translating research, customer insights, and data discovery into innovative solutions for customers.
    • Actively collaborating with global IT, Architectures, Infrastructure, and Sales teams to deploy products.
    • Develop End-to-End Data Science, Machine Learning Project using:
      • MySQL, Scikit-Learn, NumPy, Pandas, PySpark, TensorFlow 2, Keras
      • LightGBM, XGBoost, SpaCy, NLTK

  • Regional System Engineer Singapore, May/2016 – Jun/2017

    • Response to business development, including leads generating, roadshow/seminar conducting, solution designing, quoting/bidding, solution deploying, and after sales servicing.
    • Promote Allied Telesis SDN, Service Cloud solution; initiative in the region, managing the technical team to provide high reliability services.
    • Managing key account, provide advisory of the option for new technology adoption.

NETGEAR Inc.

  • Regional System Engineer Singapore, Jun/2013 – May/2016
    • Act as a constant performer, teaming with Regional Sales Director, perform annually business growth.
    • Provide consultation service to downstream partner & end user, including basic infra network design and deployment, integration with virtualization, customized solution for individual customers.
  • Regional System Engineer Guangzhou, China, Nov/2012 – Oct/2013
    • Design, develop and carry out technical solutions
    • Establish and develop technical marketing objectives and goals
    • Analyze and interpret marketing trends concerning technical products or services

Professional Certification

Education Background

National University of Singapore

Master of Science - MS, Technology & Intelligent System

  • Machine Reasoning
  • Reasoning Systems
  • Cognitive Systems
  • Problem Solving using Pattern Recognition
  • Intelligent Sensing and Sense Making
  • Pattern Recognition and Machine Learning Systems
  • Text Analytics
  • New Media and Sentiment Mining
  • Text Processing using Machine Learning
  • Conversational UIs
  • Vision Systems
  • Spatial Reasoning from Sensor Data
  • Real Time Audio-Visual Sensing and Sense Making

Royal Holloway, University of London

Bachelor of Science (B.S.), Marketing/Marketing Management, General

  • MN2041K Managerial Accounting
  • MN2061K Marketing Management
  • MN2155K Asia Pacific Businesses
  • MN2165K The Global Economy
  • MN22201K Strategic Management
  • MN3215K Asia Pacific Multinationals in Europe
  • MN3455K Advertising And Promotion in Brand Marketing
  • MN3495K Clusters, Small Business and International Competition
  • MN3555K E-Commerce
  • MN3035K Marketing Research
  • MN3055K Consumer Behaviour
  • MN3301K Modern Business in Comparative Perspective

Guangzhou Civil Aviation College

Associate’s degree, Electrical and Electronics Engineering

  • Advance Mathematics
  • College English
  • Circuit Analysis
  • Analog Electronic Technology
  • Digital Electronic Technology
  • Single-chip Microcomputer Design & Develop
  • The C Programming Language
  • Computer Network
  • Digital Communication Theory
  • Stored Program Control & Mobile Communication Theory