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Mutimedia processing - BeautyGlow (CVPR2019)

Skills: Python, tensorflow, GAN, Glow, Image processing

Using deep generative model - Glow to transfer makeup and non-makeup images into latent space. Seperate makeup and face in the latent space and do makeup transfer. What I've done in the team is doing preprocessing on the image data for face parsing, also assit the model design and implement experiments.

Publication: BeautyGlow: On-Demand Makeup Transfer Framework with Reversible Generative Network (paper under review).

Click here for complete paper.

Social network construction and matrix factorization

Skill: Python, Keras, Pandas, Social network theory, Data mining, Matrix factorization

Construct social network with transfer and transaction data with independent cascade model. Factorize user features with social and location matrix and apply on churn prediction. Our result performed 30% higher in f1 score comparing to other feature extraction methods.

Click here for detail report (Chinese)

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Kinect Motion Control - Motion SFV

Skills: HCI, Kinect SDK, IR motion capture, C#

A motion control gaming program let players play street fighter V by their body. Using HCI techniques to analyze user motion and reaction while playing the game. Used Kinect to capture motion and transfer to a skeleton, and map the motion to keyboard controls.

Relative links:

Demo Video (chinese)    Slides    code

IoT Smart Greenhouse - NCTU Humanitarian Architecture Team

Skill: Rhinoceros 3D, Arduino, MQTT, IoT system deploy, Bamboo architecture

  I joined an interdisciplinary team grouped by NCTU architecture department which is a humanitarian architecture team that volunteered to construct for those who needed. Our project was to help local farmers increase their production by applying technology. After doing a field study interviewing the farmers and investigate the location, we decided to build a bamboo structure smart greenhouse with an IoT monitor system.

  My task was building the monitor system. Collection environment data with all kind of sensor and send back to the server. The system showed graphs about the weather and also let farmers control the watering system.

Relative links:

facebook page    Humanitarian Architecture Lab    News report (chinese)

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Embedded System - LinkIt ONE Biking Safety Device

Skills: C++, Arduino, Sensor, Bluetooth Connection

Cycling safety device using MediaTek LinkIT ONE embedded development board. Capture bicycle tilting, acceleration, and direction with a GY80 sensor ( gyroscope, accelerometer, magnetometer). After filtering the motion data, send the data through Bluetooth to the computer and draw a simulation diagram via Processing. Also provided an alert system that sends an emergency message if the bike is acting unusual, assist cyclers if any accident happens.

Click here for detail report (Chinese)

Papacode - programing education startup

Crowedfunded over $40,000USD on flyingV in two months, the fourth largest board game campign in Taiwan.

  Cooperated with SpringSoft education foundation, Yonglin Foundation and Teach For Taiwan. Provide classes and board game for remote elementary schools. The programming board game teaches basic programming logic, including loop, condition, sequence, etc. The company aims to provide technology education for all students.

Relative links:

facebook page     Website

Young Entrepreneur of the Future Program (YEF)

YEF program is a program founded by Epoch foundation, which envisions to cultivate a generation of entrepreneurs who are risk-takers and problem-solvers that contribute to their societies.

  I joinded the program and compete with other 175 participants, we had to develop a business idea in four months. Our team came up with a faster and safer motorcycle raincoat. I was also chosen as one of the seventeen delegates. We visited companies and universities in Silicon Valley and Boston.

Companies we visited: Deepmind, Autodesk, Facebook, Nuna, Zoom, Dropbox, Delta, Hippo Insurance, GinkgoBioworks, Red Sox
Companies we visited: Stanford, MIT, Harverd

Relative links:

YEF facebook     YEF Website     Our Business Plan (Chinese)

Book Friends - Public Reading Group

Time span: 09/2016 - 06/2017

Held 30+ public reading groups for NCTU students and faculties. Our facebook fan-page shared reading digests and infographics in various subjects.

  Moreover, our team developed an online platform to let strangers make friends by joining reading groups. Our goal is encouraging students to read and share their thoughts with others. We believe that by discussing and sharing we can learn more knowledge that can't learn in the classroom.

Relative links:

facebook page

S2S - Student to Startup Match up

Time span: 06/2015 - 02/2016

S2S is a platform that dedicated to connecting students with startups.

  We found that startup internship information is hard for students to discover. Furthermore, compared with big companies, most startups don't have the budget to recruit. As a result, we hope to become the bridge between startups and students. Our platform provided internship information for students with a fan-page with 7000+ likes. We also helped startups to collect resume and arrange interviews. The platform matched 100+ students with startups in two years.

Relative links:

facebook page

Youtube Channel - 300,000+ views

Created 300,000+ views and 1,200,000+ minutes of viewing time in under a year.

Personal youtube channel sharing experience about being an exchange student at Tsing Hua university. Learning filmmaking and video editting by myself. Hope to share more about my self and my experience in the future.

Relative links:

Youtube Channel (Chinese)