Edwin Tjiong

Informatics Faculty Member at Kalbis Institute
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Contact Information
us****@****om
(386) 825-5501
Location
Jakarta, Indonesia, ID
Languages
  • English Professional working proficiency
  • Chinese Limited working proficiency
  • Indonesian Native or bilingual proficiency
Skills

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Bio

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Credentials

  • Introduction to Automated Analysis
    Coursera
    Sep, 2020
    - Oct, 2024
  • Structuring Machine Learning Projects
    Coursera
    Jul, 2020
    - Oct, 2024
  • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
    Coursera
    Jun, 2020
    - Oct, 2024
  • Sequence, Time Series and Prediction
    Coursera
    Nov, 2019
    - Oct, 2024
  • Advanced Machine Learning and Signal Processing
    Coursera
    Sep, 2019
    - Oct, 2024
  • Neural Networks and Deep Learning
    Coursera
    Jul, 2019
    - Oct, 2024
  • Mathematics for Machine Learning: PCA
    Coursera
    Jun, 2019
    - Oct, 2024
  • Mathematics for Machine Learning: Multivariate Calculus
    Coursera
    May, 2019
    - Oct, 2024
  • Mathematics for Machine Learning: Linear Algebra
    Coursera
    Apr, 2019
    - Oct, 2024

Experience

  • Kalbis Institute
    • Indonesia
    • Higher Education
    • 100 - 200 Employee
    • Informatics Faculty Member
      • May 2022 - Present

      Delivering lectures, conducting research in cyber security, and community service Tasks include designing curriculum, creating lab assignments, midterm and final exams, lecturing, grading, guiding projects of final year students, preparing slides, working on publications and grant applications, volunteering on teaching polytechnic students, participating in campus events like becoming a guest speaker, moderator, host in talkshows, company and campus visits, etc. Coursework: - 2021/2022 Short Semester > TI4014: Neural Network and Machine Learning - 2022/2023 First Semester > TI1063: Object-Oriented Programming > TI2193: Computer Security > TI4133: Data Science Application > TI4123: Computer Vision Application - 2022/2023 Second Semester > TI1074: Software Engineering > TI3212: Introduction to Cyber Security > TI4103: Artificial Intelligence Show less

  • Institute for Infocomm Research
    • Singapore
    • Research
    • 300 - 400 Employee
    • Senior Research Engineer
      • Feb 2020 - Oct 2021

      Working in Cybersecurity department doing various projects: Feb - Jun 2021: Developed tools to detect evasive malwares: • Investigating trigger-based malwares, time-stalling malwares, stealthy malwares • Identifying various features for sandbox fingerprinting, such as registry, system calls, and user behaviors Feb - Dec 2020: Developed tools for static malware analysis • Extracting static features, such as n-grams, strings, and graph features for various kinds of malwares, such as PE, Android and JavaScript for malware classification • Deployment and evaluation of various malware sandboxes for dynamic analysis • Preparing dataset and maintaining malware lab infrastructure Show less

  • National University of Singapore
    • Singapore
    • Higher Education
    • 700 & Above Employee
    • Research Assistant
      • Aug 2017 - Dec 2019

      Working to strengthen the knowledge and getting experience in security domain: • NUS - Kaspersky Lab project (Aug 2018 - Dec 2019): The proposed project is to use binary analysis methods to automate search of specific similarities across different malware samples. Working under Prof. Liang Zhenkai (NUS) and Vitaly Kamluk (Kaspersky Lab) • TSUNAMi project (Aug 2017 - Apr 2018): Doing master thesis to examine use of repair tools for fixing security vulnerability under Prof. Abhik Roychoudhury Show less

  • Advanced Digital Sciences Center (ADSC)
    • Singapore
    • Research Services
    • 1 - 100 Employee
    • Research Intern
      • Feb 2017 - Jul 2017

      Working with Dr. Daisuke Mashima and Dr. Binbin Chen to develop novel honeynet architecture in smart grid (SCADA) environment. The work is published in 2017 IEEE SmartGridComm conference Working with Dr. Daisuke Mashima and Dr. Binbin Chen to develop novel honeynet architecture in smart grid (SCADA) environment. The work is published in 2017 IEEE SmartGridComm conference

  • Hiend Software
    • India
    • Information Technology & Services
    • 1 - 100 Employee
    • Senior Software Engineer
      • Mar 2013 - Jan 2017

      Requirement gathering, development, support, consultancy and documentation for various projects with .NET platform such as Windows Form application, Web application and batch application. Managed projects: • Connect Plan System II for Ministry of Education (Value: S$800,000) • Justice Scorecard 3 for State Courts (Value: S$1,000,000) • Training Management System for National Environmental Agency (Value: S$500,000) • e-Haj for Islamic Council of Singapore (Value: S$150,000) • Chillipadi (Value: S$100,000) Show less

  • NEC Asia Pacific Pte Ltd
    • Singapore
    • IT Services and IT Consulting
    • 700 & Above Employee
    • Software Engineer
      • Sep 2012 - Jan 2013

      Providing maintenance, enhancement, creating layout, working with designer team to implement mobile web application for client website (AVA – Agrifood and Veterinary Authority). Tools used: C#, .NET 2.0, Elixir Report, SQL Server Providing maintenance, enhancement, creating layout, working with designer team to implement mobile web application for client website (AVA – Agrifood and Veterinary Authority). Tools used: C#, .NET 2.0, Elixir Report, SQL Server

    • Software Engineer
      • Nov 2010 - Apr 2012

      Designing database and user interface, development, documentation, testing, and maintenance for NUS CIT (Centre of Information Technology). Tools and languages used: Visual Studio 2010, C# .NET 4.0, Classic ASP, LINQ, Jquery, IIS, CSS, SQL Server Designing database and user interface, development, documentation, testing, and maintenance for NUS CIT (Centre of Information Technology). Tools and languages used: Visual Studio 2010, C# .NET 4.0, Classic ASP, LINQ, Jquery, IIS, CSS, SQL Server

  • Integrated Health Information Systems
    • Singapore
    • IT Services and IT Consulting
    • 700 & Above Employee
    • Analyst Programmer
      • Dec 2009 - Nov 2010

      Collecting user requirement, liaising, support, development, documentation, and testing for internal websites (LabDNA, MSW, and Patient Feedback) at site engagement in Information System Department. Tools and languages used: Visual Studio 2008, .NET 1.0, 2.0, 3.5, C#, VB, IIS, HTML, CSS, SQL Server Collecting user requirement, liaising, support, development, documentation, and testing for internal websites (LabDNA, MSW, and Patient Feedback) at site engagement in Information System Department. Tools and languages used: Visual Studio 2008, .NET 1.0, 2.0, 3.5, C#, VB, IIS, HTML, CSS, SQL Server

  • Sun Microsystems
    • United States
    • IT Services and IT Consulting
    • 700 & Above Employee
    • Research Intern
      • Jan 2008 - Jun 2008

      Investigating and testing various library system to authenticate users to federation by using common token generated by identity providers by utilizing open-source software. Tools used: C++, .sh scripting, LDAP, Perl, Solaris Investigating and testing various library system to authenticate users to federation by using common token generated by identity providers by utilizing open-source software. Tools used: C++, .sh scripting, LDAP, Perl, Solaris

Education

  • National University of Singapore
    Master of Computing, Infocomm Security
    2016 - 2018
  • Nanyang Technological University
    Bachelor of Engineering (Honours), Computer Science
    2005 - 2009
  • SMA Kristen Karunia
    High School Diploma, Natural Science
    2002 - 2005

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