Tzu-Cheng's photo

Tzu-Cheng (Jason) Chuang

A software engineer who loves to learn new technology and build better tools. Google Cloud Certified Professional Data Engineer. I am AI Technical Manager at TMRTEK (椰棗) which is a BU of NEXCOM International 工業電腦廠新漢(8234). I was Senior Technical Manager of GCP data at TPIsoftware. I was founder and CEO of AI4quant (AI startup). The startup was about providing AI solution for other business. The company AI4quant (艾泉資訊) won the award of best technical development(最佳技術開發獎) from 經濟部工業局. Why did I start my own business? (Answer_link).

I was a senior software engineer at Trend Micro. Our team developed strong data pipeline to connect different data sources from various consumer products, and the data flows to the data lake. It includes traditional data center Hadoop and modern cloud AWS EMR. The system is for business needs. I was responsible for architecture design and DevOps some of the subsystems. I was a full-stack engineer to do backend and frontend stuff.

I was an analytics platform developer at eBay. Our architect team set up software and hardware to move big data across different analytics platforms (between Hadoop and Teradata, and cross data centers). On Hadoop, there are so many different file types, compression types, and delimiter choices. Our tool can help users transform and move data more easily.

Before joining eBay, I worked at Composite Software. We built data discovery tool to find out data relationship through indexing and profiling. Our tool can analyze different kinds of DBMS, such as Oracle, MySQL, DB2, MSSQL, and Teradata. Composite Software was acquired by Cisco Systems Inc. in 2013.

I got my PhD degree in Electrical and Computer Engineering at Purdue in 2010. My research topic was about novel techniques to increase classification accuracy in machine learning. It's done through bagging, boosting, feature selection, and parallel computing.


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Jason TC Chuang

LinkedIn account :https://www.linkedin.com/in/chuangtc
Github account :https://github.com/chuangtc
Youtube account :https://www.youtube.com/@jasonchuangai/
Presentation slides :https://www.slideshare.net/JasonChuang/
Medium account :https://medium.com/@chuangtcee/
Substack account :https://jasonchuang.substack.com/
Dev.to account :https://dev.to/chuangtc
Kaggle account :https://www.kaggle.com/chuangtcee

Jason TC Chuang's specialties

#Artificial Intelligence
Artificial Intelligence
#Machine Learning
Machine Learning
#Data Engineering
Data Engineering
#Big Data
Big Data


Experience

1/2024 - present
AI Technical Manager, TMRTEK 椰棗科技, New Taipei City, Taiwan

9/2022 - 10/2023
Senior Technical Manager, TPIsoftware 昕力資訊, Taipei, Taiwan

7/2018 - 1/2022
Founder/ CEO, AI4quant 艾泉資訊, Taipei, Taiwan

3/2015 - 7/2018
Senior Software Engineer, Trend Micro 趨勢科技, Taipei, Taiwan

10/2011 - 1/2015
Software Engineer 3, eBay, San Jose, CA

11/2010 - 02/2014
Volunteering Website Administrator, Tri-City Volunteers

06/2010 - 10/2011
Software Engineer, Composite Software, San Mateo, CA

08/2009 - 12/2009
Teaching Assistant in Math at Purdue, W. Lafayette, IN

05/2009 - 08/2009
Software Engineering Research Assistant,
Academia Sinica, Institute of Information Science, Taipei, Taiwan
Led by Wu,Jan-Jan (吳真貞)

09/2006 - 08/2008
Research Assistant, Teaching Assistant in ECE at Purdue, W. Lafayette, IN

02/2006 - 04/2007
Webmaster for ILTC club

07/2004 - 12/2005
Political Warfare Officer, Military Service

07/2002 - 08/2002
Exchange Student at Peking University, Beijing, China

Education

Purdue University, West Lafayette,IN January 2006 - May 2010
Ph.D. Electrical and Computer Engineering
Specialization: Machine learning, data-mining algorithms and parallel computing
Dissertation title: Novel Techniques to Increase Classification Accuracy in Machine Learning

National Tsing Hua University, Hsinchu City, Taiwan, September 2000 - June 2004
Bachelor of Science in Electrical Engineering
The Phi Tau Phi Scholastic Honor
Interdisciplinary Program Certificate: E-Commerce


Credential



Volunteering

Lead Facilitator of Advanced Python Programming Language Study Group.
- Certificate of appriciation
- Material Record


Patent

Inventor: Chaitali Gupta,Mayank Bansal,Tzu-Cheng Chuang,Ranjan Sinha,Sami Ben-Romdhane
Predictive model for anomaly detection and feedback-based scheduling
US Grant: US9699049B2
Grant Date: 2017-07-04
Assignee: eBay Inc

Publications

extreme