PhD Student, Princeton Graphics and Vision Group
Deep Learning in Audio, Computer Vision
· 2017 ·
Game: Mesmer
Mesmer is a 3D puzzle game on iOS platform, featuring clean
art style and 3D spacial reasoning. It aims to offer peaceful
and exploratory game experience. The player guides a little girl
named Mesmer who woke up without her past through a 3D grid-based
fantasy world. The player has the power to rotate slices to
rearrange game objects, and needs to form a path creatively to
help Mesmer collect stars to unlock the exit. Along the journey,
Mesmer gradually collects her both grieved and heartwarming memories,
and eventually comes back to life.
留声-Tencent Mini Project
This is an Android music App that incorporates features of location-based AR and intelligent music recommendations.
The motivation of this App is to make music listening experience fun and encourage users to communicate their feelings about songs.
AR allows users to drop and collect songs in real world scenes. Artificial intelligence is used to make smart recommendations of songs
based on the individual user's past listening history and usage behaviors.
· 2016 ·
Musico - Musical Instrument Recognition for Live Shows
The objective of the project is to develop a mechanism of
fine-grained musical instrument recognition for live concert
photographs and videos using approaches of Computer Vision
and Machine Learning. The main focus is deep neural network.
We are currently working on fine-tuning trained models to improve
accuracy and to handle fine-grained categorization taskss. We
are also working on applying recognition techniques to live videos.
Left is a sample result we have.
· 2015 ·
Co-founder and Developer for Navo
Navo is an indoor positioning startup that is building a
multi-platform customer app for indoor navigation and
item-level search based on its wifi-fingerprint indoor
positioning technology. As programmer, I worked in a
3-people team to build API and Android App.
I also Worked with indoor positioning algorithm designer
to adapt algorithm to various indoor environments.
Game: Aiden
Aiden is a desktop puzzle-platformer game, featuring chain
reaction of fire and resource management. The main character
is Aiden, a fire spirit who tries to find its way to the
lighthouse of the castle to bring brightness to the world.
Though Aiden is kind, its nature of fire always brings damage
to furnature it touches. Therefore, Aiden needs to carefully
plan its moves to not destroy its way. I served as a programmer
on the team of six.