Danny Liu
AICV影像工程師
從一開始的光學研發設計，經歷過模具製造，產線生產到量產，而後因為工作接觸到軟體設計，進而接觸到與光學相關更多更廣的影像軟體應用與機器視覺的設計。
希望可以將過去軟硬體的經驗貢獻在與影像，機器視覺，以及AI 的演算法領域開發或是應用上。
Cresclab
NCUENew Taipei City, Taiwan
Professional Background
Current status
-
Profession
-
Fields
Hardware
Work experience
6-10 years
Management
-
Skills
PythonTensorfolwKerasC++dockerTraceProCreo 2.0MatlabGoogle DriveGCP
Languages
English・Fluent
Highest level of education
Bachelor
Job search preferences
Desired job type
Full time・Interested in working remotely
Desired positions
AI, Computer vision
Desired work locations
台灣台北市・台灣新北市
Freelance
-
Work Experience
資料與AI演算法軟體工程師
October 2018 - September 20191 yr0 mos
ML and AI algorithm:( All of them are already in production.) 1). Using images to classify member’s gender. 2). Using people’s line ID to predict member’s gender. 3). Using images & behavior’s log to design recommendation system.(SVD, Deep).
光學影像演算法工程師
March 2016 - October 20182 yrs8 mos
Optical-Signal algorithm and analysis: 1). Using smart phone’s front camera as optical-analysis device to observe color signal change. 2.) Color signal change is based on the blood reacts with strips. By those signal change, trying to figure out a curve line to represent the bio-reacts on strips and use those feature to construct a measurement system. 3.) Find solution for cross-validation whether signal impact or not. 4.) Trying to improve the bias, accuracy and precision. 5.) Issues fixed. Image process algorithm: 1.) Image Recognition: Analysis the image to make sure whether the optical device’s uniformity is qualified or not. 2.) Design: white-balance algorithm for our measuring device 3.) Anomaly detection with strips and uniformity. Experiment Data Build: 1.) Using MySQL to build Database for Experiment data. 2.) Producing API for co-workers to access and get some data source, reducing the data collecting time. 3.) Maintaining database and trying to improve data schemas.
資深光學工程師
July 2013 - January 20162 yrs7 mos
1). Camera lens optical specifications define and analysis optical issue, likes the Flare, MTF(SFR), Alignment, Optical Center, and NG-sample analysis. 2). Lens focusing image recognition: Programming an application for machine to recognize the image and focusing lens. 3). Optical center uniformity simulating confirm and testing. 4). SFR signal plot and simulating. 5). Con-call and report to customer, and vendor management.
光學工程師
September 2010 - July 20132 yrs11 mos
1). All kinds of LED lighting lens design (e.g Camera’s Flash lighting lens), LED module development and spec define. 2). Lighting Signal and uniformity simulating. 3). Optical analysis of LED lighting lens, jigs design, and help the factory to solve the process problems. 4). Precision process development, new materials analysis. 5). New patent application.
Education
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