About me

  • NTNU Computer Science and Information Engineering
  • Intern @ Institute of Information Science, Academia Sinica
  • Intern @ Microsoft Technology Center Engineering Team
  • College Student Research Scholarship, NSC
  • Academic Excellence Award
Bonnie Liu

Skills

  • C++/C
  • Python
  • HTML
  • CSS
  • Javascript
  • MySQL
  • PHP
Python
HTML5
CSS3

Experience

- Developed 3D games with Unity
- Designed user interface(UI), game graphic and player story
- Directed project meeting, played the role of communicating and project scheduling

Tools
  • Unity
  • Illustrator
  • Photoshop
  • C#
2016 Game Jam

Designer & Engineer-2016 Global Game Jam

Taught HTML and CSS with basic design concepts

Tools
  • Html
  • CSS
Computer Science Camp

Lecture Giver-2016 Computer Science Camp

- Researched in Computational Biology
- Co-worked with Biologists and implemented analysis by R and python
- Automated and optimized analytic processing with data structures and algorithms
- Used Machine Learning to fine certain motifs in Genes

Tools
  • Python
  • Command Line
  • Linux
  • Circos
  • Triplexator
Sinica Certification

Academia Sinica Intern-Institute of Information Science, Academia Sinica

- Project Title: Video captioning with Lightened Long Short-Term Memory (Deep Learning)
- Generated single-sentence captions about videos
- Used CNN to abstract features and RNN-LSTM to understand videos
- Reached the performance of the original paper with simplified neural network, lightened the load of computer, reduced the memory usage of training
- Won College Student Research Scholarship, NSC

Tools
  • Python
  • Keras
  • Pytorch
  • Tensorflow

Project Researcher in Computer Science-National Taiwan Normal University

- Participated in contests, such as ITSA(grouped), ACM-ICPC Taiwan Online Programming Contest(grouped).
- Played the role of director, communicated with group members and led the discussion of problems.
- Won Excellent Award in ITSA
- Will attend ACM-ICPC Asia Taipei Regional Contest in November.

Tools
  • AnuglarJS
  • JavaScript
  • Twitchtv API
  • HTML & CSS
Contest Award

Contest Participant-National Taiwan Normal University

- Built Object Collapsing Detector with Azure Data Science Virtual Machine

Tools
  • C#
  • JavaScript
  • Python
  • Canvas
Microsoft Intern

Object Collapse Detection - Microsoft Technology Center Intern

- Built Face Value Service, Developed Face Value Calculator with C# and Visual Studio.
- Trained Face Value Model with Custom Vision

Tools
  • C#
  • Visual Studio
  • Docker
Microsoft Intern

Face Value Calculator - Microsoft Technology Center Intern

- Co-developed Fire Detecting Automatic Mobile Vehicle with Raspberry pi
- Used Keras and Azure Deep Learning Virtual Machine to train model

Tools
  • Keras
  • Azure
  • Raspberry pi
  • Raspbian
  • Python
Microsoft Intern

Fire Detecting Automatic Mobile Vehicle - Microsoft Technology Center Intern

Profiles & contacting