Talk about: MLOps / Solution Architect / Work Abroad
[Work] Real-time Object Detection on iPhone
Feb 2018 - Present
Yolo, nngraph, Python
[Conference] Emotion Detection Chatbot
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
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, RGithub Repo
[Hackathon] 2017 Music City Hackathon – Berlin
To connect local artists with their audience
To support free music in the streets
To find the spots with the best vibes
Azure WebApp, PowerBISlidesDemoSite
[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
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