婁元耀 (Yuan-Yao Lou)

Supervisor Software Engineer

@ Taipei, Taiwan

My interests lie in Software Engineering, Fog/Edge Computing, Machine Learning, and the Internet of Things (IoT).

3 years of experience as Software Engineer, specialized in system design and automation and EDA software development  (Python, Linux, Shell Scripting)

3 years of experience as Network Engineer and researcher, specialized in network system design and Android OS development  (Python, Django, MongoDB, GCP)

Publications related to Fog/Edge computing and Internet of Things (IoT) with
1 journal paper, 2 conference papers, and 1 book chapter.

      https://yylou.github.io/

EXPERIENCE

Supervisor Software Engineer  •  Silicon Motion Technology Corp. (SIMO)

Dec. 2017 - Apr. 2021

• Developed automated software system to boost development efficiency (Python, JSON)
• Devised design tracking system by graph algorithms and visualized profile data (Python, SQLite)
• Enhanced design handoff quality by bridging EDA tools' APIs with data consistency checks

Major Accomplishments:
• Coordinated company's first AI product and 7nm/12nm/16nm projects of mobile devices
• Established programming disciplines (Python) and organized training sessions
• Served as on-campus technical recruiter at National Taiwan University (2018 - 2019)
Promoted twice within 24 months to Supervisor


Graduate Researcher | Full-Stack Developer  •  Ministry of Science and Technology

Sep. 2015 - Sep. 2017

• Modified Android Wear OS to enable computation offloading through IoT devices
• Built edge network on Raspberry Pi and developed low-latency applications (Python, Java)
• Deployed web applications to control network operation (Django, MongoDB, RESTful API)

Major Accomplishments:
• Eliminated Android wearable devices' connection and computing limitations
• Demonstrated Fog/Edge network prototype in 5G workshop held by Ministry of Economic Affairs (MOEA)
Published two conference papers (IEEE and ACM) and one book chapter (Wiley)


Teaching Assistant  •  National Taiwan University

Feb. 2016 - Jan. 2017

CSIE 3510 - Computer Network
CSIE 5057 - Advanced Computer Network

• Designed IRC chatbot application as assignment for socket programming training (Python, C)
• Improved program's robustness and stimulated creativity by peer testing mechanism
• Lectured TCP/IP protocol and demonstrated network packets tracing in Wireshark

Major Accomplishments:
Received two-time Outstanding TA Awards


Open Source Developer  •  MIT App Inventor 2

Mar. 2015 - Jun. 2015

• Delivered new feature to improve programmability of visual programming environment (GCP, App Engine)
Attended App Inventor Summit at MIT in Boston (MA, USA) as open-source developer in 2013


Research Intern  •  EDGE Lab, Princeton University

Jul. 2014 - Mar. 2015

• Investigated Fog/Edge computing, LTE, Internet of Things (IoT), and Machine Learning
• Developed tools to analyze network packets and profile Android app performance (Python, Java)
• Built probabilistic Markov model with automated simulation and visualized numerical results (Python, Prism)

Major Accomplishments:
• Proposed LTE mechanism enhancement to support IoT-type network sessions
Published one journal paper (IEEE IoT Journal)


EDUCATION

2015 - 2017

National Taiwan University (NTU)

Computer Science | GPA 3.9 / 4.3 | Valedictorian of Graduation Ceremony

Course Project: MOOC Platform Course Dropout Prediction (CSIE 5430 - Machine Learning)
• Acted as team leader to train machine learning models and evaluate datasets (Python)
• Achieved 96% of accuracy rate by applying ensemble machine learning (Gradient Boosted Decision Tree + AdaBoost)
• Analyzed complexity and pros-cons of machine learning models for model blending

2011 - 2015

National Chiao Tung University (NCTU)

Computer Science | GPA 3.9 / 4.3 | Two-time Presidential Awards

Level 5 of English as a Second Language (ESL) program at Rice University (TX, USA)


PUBLICATIONS

Chapter 13 - Development of Wearable Services with Edge Devices (2020)

• Fog and Fogonomics: Challenges and Practices of Fog Computing, Communication, Networking, Strategy, and Economics
• Yuan-Yao Shih, Ai-Chun Pang, Yuan-Yao Lou

Modularized Service Provisioning at Fog Networks (2018)

• IEEE Vehicular Technology Society (VTS) Asia Pacific Wireless Communications Symposium (APWCS)
• Yuan-Yao Shih, Ai-Chun Pang, Yuan-Yao Lou, Ching-Chih Chuang, Liqiang Zhao, Zhiyuan Ren

A Virtual Local-hub Solution with Function Module Sharing for Wearable Devices (2016)

• ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM)
• Hsin-Peng Lin, Yuan-Yao Shih, Ai-Chun Pang, Yuan-Yao Lou

IoT Session Management Over LTE  —  Balancing Signal Load, Power, and Delay (2015)

• IEEE Internet of Things Journal
• Xiaoli Wang, Ming-Jye Sheng, Yuan-Yao Lou, Mung Chiang

SKILLS

Programming


  • Python
  • Java
  • C/C++
  • Shell Script
  • HTML/CSS

System and Tools


  • Linux
  • Android
  • GCP, App Engine
  • Django, MongoDB
  • MySQL, SQLite

Language


  • Chinese (Native)
  • English (Proficient)
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