Projects

[Work] Real-time Object Detection on iPhone

Feb 2018 - Present
Yolo, nngraph, Python

[Conference] Emotion Detection Chatbot

Jan 2018
Azure Cognitive Services, OpenCV, Python

[Work] Traffic Flow Detection and Car Tracking

Nov 2017 - Feb 2018
Yolo, Object Tracking, OpenCV, Python

[Work] Smart Restaurant / Cafeteria for VIP Services – Intel AI Day

Aug 2017 - Oct 2017
Face Recognition, Object Tracking, Dlib, OpenCV, Python

[Work] Fish Recognition ChatBot

Jul 2017 - Sep 2017
Keras, Vgg16, Python, Heroku

[Hackathon] MVP Community Connection – Open Hack

Nov 2017
Builtup a shinny webpage to demo Titanic prediction with machine 
learning experiment and customized python code in Azure ML Studio 
at the workshop.
Azure Machine Learning Studio, Python, R
Github Repo

[Hackathon] 2017 Music City Hackathon – Berlin

0

 Mar 2017
 To connect local artists with their audience
 To support free music in the streets
 To find the spots with the best vibes
 Azure WebApp, PowerBI
 Slides DemoSite

[Work] Hotel Intelligence Service

May 2016 - Sep 2016
Built a stream analytics system in specific intelligent hotel rooms 
for the “APEC O2O Training Workshop” in the international 5 stars 
hotel in Taipei. To interact with guests in the hotel and helped the 
decision makers when applying new strategy.
Azure Stream Analytics, Azure IOT Hub, Azure Event Hub, 
Azure Power BI, Git, Github, C#, Present Skills

[Work] Travel Agency Customer Service Flow Optimize

Sep 2016 - Mar 2017
By making a customer service flow chart and use the crawler to 
monitor the Conversion Rate from websites and Facebook messengers, 
enhanced the number of fans 86% and decreased responsive time 37% 
in 6 months.
Crawlering, Data Vizualiztion and ETL with R

[Work] Ticket System Admin Site

Jun 2014 - Nov 2015
Project descriptionTo support our marketing, business develop, 
accounting and custom service team in Accuvally Taipei Office, there 
is an Admin System connecting to our product site.
The admin system provides some dashboards showing the detail numbers 
of product sites, which makes the marketing team to find the target 
audience easily, makes the business develop team finish the 
customised service efficiently. Also the system provide the refund 
and accounting system, making the accounting and custom service team 
could provide steady service in Taiwan and Hong Kong.
Azure WebApp,MSSQL,Redis Cache,Github Flow,Git Flow

[Thesis] Wonders

Sep 2011 – May 2015
Using C++ Implemented the mini-shogi engine which is called “Wonders”
with alpha-beta search algorithm for AI to search the best move. 
Cut-off and a novel evaluation function were applied to reduce the 
execution time. The transposition table, Zobrist hashing and bitboard
techniques were used in the program. From 2011 till the end of 2014, 
“Wonders” has already attended a lot of events. This program also won
the champion of TAAI 2013 computer game tournament of mini-shogi. 
And TCGA 2014, TAAI 2014, TCGA 2015.
C++, Algorithm Research, AI

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