Hopefield Network mimicks how memory works. It is an autoassociative memory which can learn (remember) one or more patterns and given the partial (incomplete) learned pattern (some information of pattern are missing), the network can recall and recover a whole learned pattern.
A snowman lives in a dangerous place. Its home is a tent. However, there are many locations with high intensity radiation. The snowman is going home but it does not know yet which lane are the safest. The algorithm will make snowman decide the most optimal (safest) trajectory to the home (a tent).
Location-based insurance premium prediction implemented as android application. The app uses geofencing to locate the user. The insurance premium data for every location in a city will be various depends on its condition (e.g. the locations with higher risk will have higher premium).
Generating spotify playlist based on an image’s mood. Implemented as Web application using Node.js and iOS application and using Spotify API.
“The theremin (/ˈθɛrəmɪn/[1] THERR-ə-min; originally known as the ætherphone/etherphone, thereminophone[2] or termenvox/thereminvox), is an early electronic musical instrument controlled without physical contact by the thereminist (performer).
I implemented multiple object tracking using particle filter based on paper (M. D. Breitenstein, F. Reichlin, B. Leibe, E. Koller-Meier and L. Van Gool Online multiperson tracking-by-detection from a single, uncalibrated camera, IEEE Trans. Pattern Anal. Mach. Intell., vol. 33, no. 9, pp.1820 -1833 2011).
Sometimes people forget about the name/type of stuffs they want to buy. Mainski helps people with the shopping advice based on picture. I contributed in the idea generation process and developing the back-end of the app.
The green autonomous water vehicle to track the ocean. Mechanically inspired by “Wave Glider” and has the main purpose to track the fishing spot. It also can use to measure environment condition on the ocean (sea level, temperature, humidity, etc). This project is started since Intel IoT Roadshow Hackathon in Berlin.
Deigning a device to prevent prolonged sitting habit. I contributed in user studies, the idea generation process, and I designed 3D model using Autocad 123D Design.
Redesigning a copy machine and make it easy to use. This was the project of Designing Interactive Systems 1 course. I contributed in the user studies, idea generation process, and I created the 3D model using Autocad 123D Design.