CakeResume Talent Search

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De 4 a 6 años
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Taipei City, Taiwan
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Software Engineer @Amazon Web Services (AWS)
2023 ~ Presente
資深前端工程師、資深後端工程師、全端工程師
En un mes
Excel
C#
flutter
Empleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
Tamkang University
資訊工程學系
Avatar of Chang, Chung-Ho.
Avatar of Chang, Chung-Ho.
Senior Software Engineer @CPC Corporation, Taiwan
2018 ~ Presente
Sr. Software Engineer, Project Manager
En el plazo de dos meses
I prioritize maintainable code, leading to extensive refactoring during my tenure. I find satisfaction when functionalities I develop benefit users, hence my earnest discussions with users about their usage scenarios honed through extensive interpersonal experiences during my military service. In the future, I aspire to deepen my expertise in software development while branching into DevOps and artificial intelligence fields, approaching this with an open-minded attitude. I hope for the opportunity to collaborate with your team and contribute unique value to the company! Best regards, Chang, Chung-Ho Work Experience 07/Present Se...
C#.NET development
T-SQL
Vue.js
Empleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
6-10 años
San Diego State University
Avatar of GISH Shao.
Avatar of GISH Shao.
AI Engineer/系統開發工程師 @中信金控_台灣人壽保險股份有限公司
2022 ~ Presente
AI Engineer
En un mes
— GISH G SUMMARY Aiming to be a data scientist unicorn who excels at applied machine learning in a business/finance-related field. DevOps Engineer(Python) for Automatic Claim Processor (ACP) - OCR System (Hospital Diagnosis/Receipt). Applying tree-based algorithms to model Credit Scoring predictions in the finance industry. Achieving Hyperautomation through AI and RPA, which uses a special set of tools to automate tasks. Working Experience NovNow Artificial Intelligence Engineer @ CTBC Taiwan Life Insurance AI Team DevOps Engineer(Python) for Automatic Claim Processor (ACP) - OCR System (Hospital Diagnosis/Receipt) 1.
Python
SQL
Empleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
國立台灣大學 National Taiwan University
Business Administration
Avatar of sienna chou.
Avatar of sienna chou.
Director of Integrated Marketing Center @財團法人人工智慧科技基金會
2023 ~ Presente
PM/產品經理/專案管理
En un mes
every step matters. I enjoy thinking and feel I have a severe "information addiction" common in marketing. I won't miss chances to learn new things and can't go a week without learning or a day without the internet. Work Experience Director of Integrated Marketing Center • Artificial Intelligence Foundation AprilPresent 1. AI project consulting Help companies understand how they can use AI and how to apply it. 2. AI project development Develop AI projects from other companies and internal needs. Deputy Director • OSENSE TECHNOLOGY CO., LTD. MarchMarch 2023 Business proposals
Microsoft Office
iOS
trello專案管理
Empleado
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
10-15 años
Shih Chien University
企業管理系
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AI 研發主任(function leader) @緯創資通股份有限公司
2020 ~ Presente
AI 演算法相關工作
En el plazo de dos meses
Python
AWS EC2
AWS SageMaker
Empleado
A tiempo completo / No está interesado en trabajar a distancia
6-10 años
中原大學 Chung Yuan Christian University
化學工程/生醫材料工程
Avatar of Ta-Chun Lin (TC).
Avatar of Ta-Chun Lin (TC).
全端工程師 (電腦視覺及軟體) @Spingence (偲倢科技股份有限公司)
2020 ~ 2023
AI工程師、ML工程師、資料科學家、軟體工程師
En un mes
Ta-Chun Lin (TC) 近20年的海外居住經驗,我培養了突出的學習及創新能力,更進一步使我擁有了自信自強的性格。 在這個產業中,在知名的AI公司及大型集團,我有著約5年的經驗,這成就了我扎實的專業素養,如專案進程、客戶及團隊溝通、衝突管理等
Software Development
Web Development
Machine Learning
Empleado
No está abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
澳洲昆士蘭科技大學 (QUT)
電腦科學 (碩士)
Avatar of Jeffrey Wang.
Avatar of Jeffrey Wang.
Past
Product Manager @Kono 美商知識能股份有限公司
2022 ~ 2022
Project Manager、PM、專案經理、UX、網站企劃、產品企劃
En el plazo de dos meses
王俊元(Jeffrey Wang) 產品經理健身房 |  音樂科技網 | Music Tech Alliance | [email protected] 超過 5 年軟體產品開發經驗,主要為網站、App 和桌機端的 B2C 服務,有 0~1 產品開發和 AI 演算法的實務經驗,待過音樂串流、AI 演算法開發和 Wi-Fi 智慧照護公司。 工作經歷 產品經理 2023年11
專案管理
軟體開發
Scrum Methodology
Desempleado
No está abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
東吳大學
國際貿易
Avatar of 許碩文.
Avatar of 許碩文.
Senior Machine Learning Engineer @CoolSo
2020 ~ Presente
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
En un mes
+ / Python SDK and deployed DNN models on Android and Linux / Windows. Digital Marketing and Advertisement (Volunteer) - Drove brand awareness and reach through digital channels - Created and managed posts on Facebook, LinkedIn, Instagram - Filmed and edited YouTube videos showcasing CoolSo's capabilities JulyPresent Chief Technology Officer / Artificial Intelligence Engineer • Checkitout Technology Checkitout's smartphone solution employed machine learning and computer vision for efficient counterfeit detection, safeguarding customer interests Leadership and Strategic Contributions - Founded and led a dynamic engineering team to develop counterfeit detection solutions, successfully showcased the prototype to customers within 3 months - Engaged with customers
數位IC設計
python
Verification
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
University of California, Berkeley
Business/Commerce, General
Avatar of Johnny Hsieh.
Avatar of Johnny Hsieh.
Blockchain Enginner & AI Lead @Portal Network
Blockchain engineer & Blockchain consulting
En un mes
co-founding a blockchain company where I developed the pioneering deep learning model for estimating the value of decentralized domain names. Currently, I manage ArgsData and MorphusAI, innovative companies focused on delivering cutting-edge data solutions and advancing digital human technology through advanced deep learning methodologies. Professional Skills: Artificial Intelligence Facial Recognition and Facial AI Technologies: Real-Time Facial Expression Tracking and Analysis: Utilizing advanced machine learning algorithms for immediate recognition and analysis of facial expressions, enhancing user interaction experiences. Emotion Recognition Systems: Developing AI systems capable of understanding and responding to user emotions, used to enhance
Solidity
blockchain development
Docker
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
Avatar of the user.
Avatar of the user.
資深經理 @緯創資通
2021 ~ Presente
Technical Manager
En seis meses
Research
Unsupervised Learning
Computer Science
Empleado
A tiempo completo / Interesado en trabajar a distancia
10-15 años
National Taiwan University of Science and Technology
Master's degree Computer Science and Information Engineering

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Technical Skills
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Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
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Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
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Más de un año
Computer Vision Reseacher
國立中央大學
2020 ~ Presente
Hsinchu, 新竹市台灣
Professional Background
Situación actual
Estudiando
Progreso en la búsqueda de empleo
Professions
Software Engineer, Python Developer, Machine Learning Engineer
Fields of Employment
Software, Inteligencia Artificial / Aprendizaje Automático, Robótica
Experiencia laboral
Menos de 1 año
Management
Ninguno
Habilidades
Artificial Intelligence
Deep Learning with PyTorch
Deep Learning with Tensorflow
Computer Vision
Python
Git
C++
Web
Idiomas
English
Profesional
German
Fluido
Chinese
Nativo o bilingüe
Job search preferences
Posición
Software Engineer
Tipo de trabajo
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