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Co-Founder & Algorithm developer @iStaging
2015 ~ Presente
Software Engineer
Más de un año
Unity3D
pytorch
tensorflow
Interesado en trabajar a distancia
De 4 a 6 años
National Chiao Tung University
Institutes of Multimedia Engineering
Avatar of Zong-Ci, Lu.
Avatar of Zong-Ci, Lu.
MTS Software Development Engineer @AMD
2022 ~ Presente
Software Engineer
En un mes
...) Developed backend service(Python & Flask) for music information retrieval and MIDI file generating on Google Cloud Platform(for GoGuitar ) Developed real-time harmonic pitch class profiling & chord detection module for GoGuitar (C++ & Objective-C for iOS bridge) Developed cross-category item recommendation system for GoGuitar (Python & LightFM) Developed JACK -based audio application on embedded Linux Developed QML GUI app on embedded Linux Fatek Automation,2015//07 Designed and implemented front-end software(Qt, C++ and some Python) for motion controller Studied and implemented help document framework for HMI design tool Implemented
C++
Python
Empleado
A tiempo completo / Interesado en trabajar a distancia
6-10 años
National Tsing Hua University
Mathematics
Avatar of Chun Liu (Phoe).
Software Engineer
En un mes
術,能快速吸收新技術以進行系統開發和創新。 Education 國立暨南國際大學 資訊工程系 碩士 Computer Science and Information EngineeringMaster's DegreeBachelor's Degree Skills C/C++ Python Linux Kubernetes Docker Networking IPv6 Languages Chinese — Native English — Fluent Skills Skills Keywords Overview Descriptions Programming C/C++ Python System Level Programming, Scripting, Data Processing 熟悉以 C/C++ 和 Python 進行系統應用開發。 System Management Linux
C
C++
Python
Estudiando
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
國立暨南國際大學(National Chi Nan University)
Computer Science and Information Engineering
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Avatar of the user.
Senior Software Engineer @U-NEXT Co., Ltd.
2021 ~ Presente
Software Engineer
En un mes
Python
Docker
Linux
Empleado
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
Nation Taiwan University
Bioelectronic and Bioinformatics
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Avatar of the user.
軟體開發資深工程師 @緯創軟體股份有限公司
2022 ~ Presente
Software engineer
En un año
Python
JAVA
Linux
Empleado
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
國立台灣科技大學 National Taiwan University of Science and Technology
資訊管理所
Avatar of Hongbao Steven Ye (葉泓葆).
Avatar of Hongbao Steven Ye (葉泓葆).
Software Engineer @趨勢科技 TrendMicro
2022 ~ Presente
Software engineer
Más de un año
url GCP: https://www.cloudskillsboost.google/public_profiles/a7e90093-c2ce-44ca-b4cc-f4590b7b1db1 Software engineer (3 years' experience) Chinese (Native) | English (Fluent) | Japanese (Intermediate) [email protected] New Taipei City, TW Project & Skill Back-end eCloudValley Cloud Management Platforms ( C#, PHP, python ) eCloudValley micro-services and web APIs ( C#, python, PHP ) DBSE Assistant ( Java ) AI Game - Bulls and Cows ( Java ) FB page bot (Flask) Full-stack Customer-triggered Game servers and TG/DC chat bots for 15 players ( python, DDB, shell ) DBSE Community Network ( Django, mongoDB ) Hack day funding
Web Application Development
Software Development
Python
Empleado
No está abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
6-10 años
National Cheng Kung University
Software Engineering & Database
Avatar of Marcus Lee.
Avatar of Marcus Lee.
Engineer @Qualcomm
2023 ~ Presente
Software Engineer
En un mes
issues and keep up-to-date the new request to ensure on-time project completion. Migrated Maxlinear codebase Software R&D engineer, System engineer Android mobile, Compal Computer Inc. DecMarEngineered Android mobile phone, IoT smart watch, tracker and AR/VR display products with C, Shell Script and Python. Display driver IC porting on MTK and Qualcomm platforms. Developed customized handmade OLED display driver IC code on unique SONY platform. (SPRESENCE) Developed framework and applications code in RTOS. Developed code to run monkey script (Python) for the product assurance team to capture the issues
Python
Shell script
MATLAB
Empleado
No está abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
National Cheng Kung University
Master of Biomedical Engineering
Avatar of 黃榮仁.
Software Engineer
En un año
queue of play commands to reduce communication latency play history in casting local SQL database Photo-indexer Develop the video indexer method and architecture Develop video synchronize data scheme in mongoDB Cloud-import-manager develop virtual environments for platform x86-64/aarch64 with SDK overwrite third-party open source python module to develop APIs google/iCloud Photos downloading downloading data management in db Oauth-server authorization Software integration Integration system env. and edge AI chip SDK Hardware acceleration for streaming decode/encode AugustJanuarySenior Software Engineer, Asustor Inc. In the past few years in Asustor, in
Empleado
A tiempo completo / Interesado en trabajar a distancia
10-15 años
National Cheng Kung University
Computer Science
Avatar of Burak Kaan Köse.
Avatar of Burak Kaan Köse.
Software Engineer @TCM
Software Engineer
Más de un año
Azure actually does and basic information about how to use them in Azure Portal. Push notifications, API deployment and real-time data analyzing are some of the things I've done using Azure. IoT I used to develop applications for Raspberry Pi and Intel Galileo / Edison using Python. They were experimental and fun to create kind of things like fetch temperature and send it to remote SQL database in Azure periodically and flash some leds etc. Projects Experience Software Engineer at TCM, 14 OctPresent I'm in a product team for TCMSFA Windows application.
Xamarin
cross platform app development
WinRT
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
Beykent University
Computer Engineering

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Computer Vision Reseacher
國立中央大學
2020 ~ Presente
Hsinchu, 新竹市台灣
Professional Background
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Estudiando
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Professions
Software Engineer, Python Developer, Machine Learning Engineer
Fields of Employment
Software, Inteligencia Artificial / Aprendizaje Automático, Robótica
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Artificial Intelligence
Deep Learning with PyTorch
Deep Learning with Tensorflow
Computer Vision
Python
Git
C++
Web
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English
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German
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Chinese
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Software Engineer
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A tiempo completo
Ubicación
台灣台北市, 台灣新北市, 台灣新竹市新竹, 台灣桃園
A distancia
Interesado en trabajar a distancia
Freelance
No.
Educación
Escuela
國立清華大學
Mayor
資訊應用研究所
Imprimir

林佳縈 Chia Ying Lin

Computer Vision Reseacher

  Computer Vision Lab, NTHU


With 4-year solid training in computer science fundamentals, 2-year independent research experience in computer vision, and diverse hands-on development experiences, I always pursue excellence, crave new challenges, and am open to all possibilities.  

  [email protected]

https://github.com/lykasbongbongbong

linkedin.com/in/lykas-chia-ying-lin

  0937-464-176

Skills

Languages


  • Python (familiar)
  • C++, C
  • JAVA

Deep Learning Frameworks


  • PyTorch (familiar)
  • Tensorflow

CV & DL Libraries


  • OpenCV
  • Keras

Development Tools


  • Git/Github
  • RESTFul APIs

Web Development


  • HTML, CSS, JS
  • Python Flask
  • PHP, Laravel
  • MySQL, NoSQL(mongoDB)
  • AWS

Others


  • English TOEFL iBT 97
  • English TOEIC 935 
  • German B2

Education


Master's Studies, Computer Vision Lab, NTHU

Dept. Information Systems and Application, Sep 2020~Now

  • Anomaly detection and segmentation for smart manufacturing as primary research target

Bachelor Degree, WASN Lab, NCU

Dept. Computer Science, Sep 2016 ~ June 2020

Exchange Student, Hochschule München, Germany

Dept. Informatik (Computer Science), Sep 2019 ~ Feb 2020

Experiences

August 2021

Attendee,

Machine Learning Summer School, NTU

August 2021

Backend Developer (Anomaly Detection Demo Website),

CVLab, FUTEX 2021

  • Use Python Flask, MySQL for RestFul APIs development
  • Optimized backend system with Python threading to support sudden massive traffic

June 2018 ~ July 2019, 1y1m

Full-Stack Web Developer (NCU Internship Web)

Career Center NCU

  • Reconstruct website with Laravel Framework
  • Optimize backend and database to handle larger amounts of access
  • Over 30% of users received intern opportunities via this site 
  • Website Link: https://ncuinternship.careercenter.ncu.edu.tw/

Master Thesis: 

SABDN: Self-Attention Based Deviation Network for few-shot anomaly detection and segmentation (Under Review ECCV 2022)



Contributions

  • Combine self-attention mechanism with feature extraction CNN network and anomaly synthesis mechanism for anomaly scoring to achieve outstanding anomaly detection accuracy under few-shot setting
  • Reach SOTA performance on benchmark dataset MVTecAD dataset and BTAD dataset with over 90 percent reduction in training data requirements

Side Projects




GlueGAN: a generative model based on SuperGlue structure

  • Extend MagicLeap’s SuperGlue end-to-end GNN concept for object synthesis to solve synthetic object image generation problem
  • 10% accuracy improvement compared to initial GAN backbone 

Let's play GAN with flows and friends!

  • Generate synthetic object images with multi-label conditions with conditional GAN manner
  • Human faces generation by conditional normalizing flow

2048: by Temporal Difference Learning Approach (RL)

  • Construct TD-learning algorithm and design own n-tuple network to solve 2048 game
  • Reach 98% 2048-tile win rate in 1000 games

The LunarLander: under Deep Q-Network and DDPG manner (RL)

  • Implement DQN and DDPG network to solve LunarLander game problem
  • Thoroughly understand Deep Q-learning, actor-critic mechanism

Real-Time car detection and counting system

  • Retrain YOLOv3 with our own hatchback dataset
  • Reach average accuracy: 99% on both day-light and evening scenarios
Resume
Perfil

林佳縈 Chia Ying Lin

Computer Vision Reseacher

  Computer Vision Lab, NTHU


With 4-year solid training in computer science fundamentals, 2-year independent research experience in computer vision, and diverse hands-on development experiences, I always pursue excellence, crave new challenges, and am open to all possibilities.  

  [email protected]

https://github.com/lykasbongbongbong

linkedin.com/in/lykas-chia-ying-lin

  0937-464-176

Skills

Languages


  • Python (familiar)
  • C++, C
  • JAVA

Deep Learning Frameworks


  • PyTorch (familiar)
  • Tensorflow

CV & DL Libraries


  • OpenCV
  • Keras

Development Tools


  • Git/Github
  • RESTFul APIs

Web Development


  • HTML, CSS, JS
  • Python Flask
  • PHP, Laravel
  • MySQL, NoSQL(mongoDB)
  • AWS

Others


  • English TOEFL iBT 97
  • English TOEIC 935 
  • German B2

Education


Master's Studies, Computer Vision Lab, NTHU

Dept. Information Systems and Application, Sep 2020~Now

  • Anomaly detection and segmentation for smart manufacturing as primary research target

Bachelor Degree, WASN Lab, NCU

Dept. Computer Science, Sep 2016 ~ June 2020

Exchange Student, Hochschule München, Germany

Dept. Informatik (Computer Science), Sep 2019 ~ Feb 2020

Experiences

August 2021

Attendee,

Machine Learning Summer School, NTU

August 2021

Backend Developer (Anomaly Detection Demo Website),

CVLab, FUTEX 2021

  • Use Python Flask, MySQL for RestFul APIs development
  • Optimized backend system with Python threading to support sudden massive traffic

June 2018 ~ July 2019, 1y1m

Full-Stack Web Developer (NCU Internship Web)

Career Center NCU

  • Reconstruct website with Laravel Framework
  • Optimize backend and database to handle larger amounts of access
  • Over 30% of users received intern opportunities via this site 
  • Website Link: https://ncuinternship.careercenter.ncu.edu.tw/

Master Thesis: 

SABDN: Self-Attention Based Deviation Network for few-shot anomaly detection and segmentation (Under Review ECCV 2022)



Contributions

  • Combine self-attention mechanism with feature extraction CNN network and anomaly synthesis mechanism for anomaly scoring to achieve outstanding anomaly detection accuracy under few-shot setting
  • Reach SOTA performance on benchmark dataset MVTecAD dataset and BTAD dataset with over 90 percent reduction in training data requirements

Side Projects




GlueGAN: a generative model based on SuperGlue structure

  • Extend MagicLeap’s SuperGlue end-to-end GNN concept for object synthesis to solve synthetic object image generation problem
  • 10% accuracy improvement compared to initial GAN backbone 

Let's play GAN with flows and friends!

  • Generate synthetic object images with multi-label conditions with conditional GAN manner
  • Human faces generation by conditional normalizing flow

2048: by Temporal Difference Learning Approach (RL)

  • Construct TD-learning algorithm and design own n-tuple network to solve 2048 game
  • Reach 98% 2048-tile win rate in 1000 games

The LunarLander: under Deep Q-Network and DDPG manner (RL)

  • Implement DQN and DDPG network to solve LunarLander game problem
  • Thoroughly understand Deep Q-learning, actor-critic mechanism

Real-Time car detection and counting system

  • Retrain YOLOv3 with our own hatchback dataset
  • Reach average accuracy: 99% on both day-light and evening scenarios