Gulaer．林宣佑

Work Experience

TSMC Feb. 2022 - Present

AI Algorithm Engineer

  • IMP AI tune beam, success rate from 71% to 85%.
  • Schedule and develop AI Jig, improve machine availability and reduce manual time.
  • Plane the newcomer training so that they can quickly learning the kwonhow and save teachers time.
  • Improve the accuracy of keywords extraction in chatbot.

TutorABC Jun. 2020 - Feb. 2022

AI Project Manager & AI Algorithm Engineer

  • Lead AI team technical & project scheduling 
  • Finished: refund prediction (ML), professional teacher detection (CV, NLP),                                                                                           course material labeling (NLP), de-sinicization model (NLP), DCGS2.0 (Recommendation System).

UnlimiterHear  Sep. 2019 - Apr. 2020

Software engineer & Project Lead & Chief Information Officer

  • Bluetooth earphone project owner.
  • Cooperate with APP, firmware to improve product quality.
  • Sales and promotion of Bluetooth headset / TWS (True Wireless Stereo) earphone  products.
  • Write audio processing patents, algorithms and the code.

NTU MSLAB  Sep. 2017 - Sep. 2019

Natural language processing Engineer & Project Lead

  • Use embedding and word segmentation skills to construct a FAQ system. (Emotibot)
  • Combine embedding and RNN to build customized news recommendation system. (ETtoday)

Tomofun-Furbo  Jul. 2018 - Feb. 2019

Quality Assurance (Contract Employee)

  • Cooperate with SE, PM to complete each product development project.
  • Write test plan and lead intern to test independently.
  • Conduce network environment testing in Nanjing, Beijing, and Shanghai. 

Mediatek Jul. 2018 - Jan. 2019

System and APP developer (remote work)

  • Program Java call C to build a GUI based test environment

TSMC Apr. 2016 - Sep. 2017

Supervisor and Computer-Integrated Manufacturing Engineer

  • Promote automation system for CoWoS line of Bumping to replace artificial
  • Communication with other teams and write real-time-dispatch system to control AMHS.
  • Write PIP reminder APP to remind people don’t carry personal mobile phone enter the factory.

MAKALOT Feb. 2015 - Apr. 2016

Statistical analysis consultant and AI automation (Intern at Indonesia)

  • Analyze market trends and identify potential customers.
  • Write the manufacturing electronic signage and link the bar-code, help record production of clothes.

FJU Measurement Center Feb. 2012 - Jun. 2013

Statistical analysis consultant 

  • Using R, SPSS, and SAS to help students in different fields complete their thesis.

Education

National Taiwan University Sep. 2017 - Present

PhD Candidate, Computer Science 

  • Research: Singer separation for karaoke content generation (Demo)
  • Relevant Courses: Computer Graphics, Machine Learning Foundations, Machine Learning: Theory and Practice, Applied Deep Learning, Digital Image Processing, Web Retrieval and Mining, DSA, OS
  • Participate volley ball team and get cup.

National Cheng Kung University Sep. 2013 - Jun. 2015

Master, Industrial and Information Management

  • Thesis: Forecasting of Multiple-factor Fuzzy Time Series with a Steady-State Probabilities Model.
  • Relevant Courses: Knowledge Engineering, Mathematical planning, Multi-objective analysis.
  • Design department logo.

Fu Jen Catholic University Sep. 2009 - Jun. 2013

Bachelor, Statistic and Information 

  • Graduate Project: Use Java call R to build a GUI system and analysis statistical problems.
  • Relevant Courses: Statistics, Discrete data analysis, Data mining, SAS, SPSS, JAVA
  • Winner in TIC100 Social Enterprise Business Plan Competition.

Honors and Awards

  • Best idea in new feature design at Tomofun (Over 10 teams)
  • TSMC Self-Initiative/Innovation Award
  • Best New Employee in TSMC bumping (Over 20 people)
  • Winner of TIC100 Social Enterprise Business Plan Competition (Over 200 teams)
  • Lite-on Technology Personnel Training Scholarship / Guidelines for Mrs. May Jen Scholarship / Fu Jen Presidential Award
  • Group cycle champion of Mahjong and table tennis in NTU EECS Cup
  • Winner of Badminton Tournament at NCKU IIM
  • Winner of Taipei Jing Mei Girls High School Mathematics Competition

Skills

Programming

Python (algorithm, selenium, flask, fastapi, pickle, pandas, seaborn), 

SQL, Docker, bash,  

Java (GUI, Junit, Android APP)

Tools

Metabase / KM / Jira / Postman / Jmeter / Testrail

Language

Vietnam / Bahasa / Japanese

Others

Leader ship

  • Industrial project 
  • Graduate project 
  • Photography club 
  • Recorder club
  • Volley ball team

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