Ferdyan Dannes

Software Developer at AccuSentry, Inc.
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Contact Information
us****@****om
(386) 825-5501
Location
Jakarta, Indonesia, ID
Languages
  • English Professional working proficiency
  • Chinese Elementary proficiency
  • Indonesian Native or bilingual proficiency

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Credentials

  • Data Analyst with Python
    DataCamp
    Jul, 2020
    - Oct, 2024
  • Data Scientist with Python
    DataCamp
    Jul, 2020
    - Oct, 2024

Experience

  • AccuSentry, Inc.
    • Software Developer
      • Nov 2020 - Present

      AccuSentry is a leading U.S. provider of Inspection Solutions with Production Intelligence to help manufacturing enterprises worldwide improve production consistency, reduce product waste and optimize production performance by using Machine Vision. As Software Engineer, my responsibilities are: 1. Write and test code, refining and rewriting it as necessary and communicate with any programmers involved in the project 2. Research, design, and write new software programs and computer operating systems 3. Develop existing programs by analyzing and identifying areas for modification 4. Revisit the development process to fix bugs or address client or consumer concerns 5. Document each aspect of a system or application as a reference for future upgrades and maintenance 6. Research and Development (RnD) an AI Defect Classifier algorithm to optimize the defect analysis. A RnD partnership with 3M. Show less

  • Signal Processing and Machine Learning Laboratory NTUST
    • Researcher
      • Sep 2018 - Aug 2020

      1. Make a project proposal for the ITRI. 2. Manage project to finish on-time, on-schedule, and on-target according to the contract in the project. 3. Provide weekly and monthly progress to the ITRI with the preparation of project-related reports, presentations, and project data. 1. Make a project proposal for the ITRI. 2. Manage project to finish on-time, on-schedule, and on-target according to the contract in the project. 3. Provide weekly and monthly progress to the ITRI with the preparation of project-related reports, presentations, and project data.

  • Industrial Technology Research Institute (ITRI)(工業技術研究院, 工研院)
    • Taiwan
    • Research Services
    • 700 & Above Employee
    • Associate Researcher
      • Sep 2018 - Aug 2020

      1. Design an algorithm for powerful and robust software to generate an accident trajectory from Taiwan's accident video by using Machine Learning and Computer Vision algorithm. 2. Wrote highly maintainable, solid code for Machine Learning and Computer Vision system, forming core framework and earning consistent praise from subsequent developers since the initial version. 3. Strengthened developmental methodologies by introducing an Autonomous Driving System (ADS) code quality document. The software uses these algorithms technique: 1. Tensorflow, Keras library 2. Computer vision 3. CNN Model 4. LSTM Model 5. Object detection 6. Object tracking 7. Decide the loss function 8. 3D bounding box prediction 9. Filtering (Kalman Filter & EMA Filter) 10. Data pre-processing Show less

  • National Taiwan University of Science and Technology
    • Taiwan
    • Research Services
    • 700 & Above Employee
    • Teaching Assistant
      • Mar 2020 - Jun 2020

      Became a Teaching Assistant for "Database Design" course, course from Department of Electronic and Computer Engineering. 1. Facilitated discussion and tutorials until preparing grade examinations, assignments, or paper and record grades for students. 2. Help student to able finished their homework by discussing each other. This course is talk about: Basic Issues: 1. Basic Database Concepts and Architecture 2. Entity Relationship (E-R) Model and Enhanced Entity Relationship (EER) Model 3. Relational Data Model, Query Algebra 4. Structured Query Language (SQL) 5. Database Design and Normalization Advanced Issues: 1. Transaction Management 2. Concurrency Control and Recovery 3. Data warehousing 4. Practical Database in Enterprise Show less

    • Teaching Assistant
      • Sep 2019 - Jan 2020

      Became a Teaching Assistant for "Intelligent Video Surveillance System" course, course from Department of Electronic and Computer Engineering. 1. Facilitated discussion and tutorials until preparing grade examinations, assignments, or paper and record grades for students. 2. Help student to able finished their homework by discussing each other. This course is talk about: 1. Introduction to Machine Learning 2. Python, Keras and Tensorflow 3. Face Detection: Haar Feature and Adaboost 4. Bag of word and Part based Model Image Classification 5. Support Vector Machine 6. Loss Functions and Optimization: Gradient Descent 7. Convolutional Neural Networks 8. Training Neural Networks & Recurrent Neural Networks 9. Object Detection 10. Deep Reinforcement Learning Show less

  • PT Len Industri (Persero)
    • Indonesia
    • Appliances, Electrical, and Electronics Manufacturing
    • 1 - 100 Employee
    • Internship
      • Jun 2017 - Jul 2017

      1. Build a library using Dynamic C programming language to access the mp3 file. 2. Analyze the mp3 file structure. 1. Build a library using Dynamic C programming language to access the mp3 file. 2. Analyze the mp3 file structure.

Education

  • National Taiwan University of Science and Technology
    Master's degree, Computer Engineering
    2018 - 2020
  • Institut Teknologi Sepuluh Nopember (ITS)
    Bachelor of Engineering - BE, Electrical and Electronics Engineering
    2014 - 2018

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