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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
AI Engineer
AI 深度學習 軟體開發
Machine Learning Engineer / Data Science Engineer
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deep learning/machine learning/computer vision/software engineer
machine learning engineer
滲透測試、資訊安全、系統開發、程式設計
Bachelor of Science (BS)
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2023
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ASUSTeK Computer Inc., Taipei City, Taiwan
Academia Sinica
Chunghwa Telecom
Colatour Company Inc
Compal Electronics, Inc., Taipei City, Taiwan
Coretronic Corporation, 中強光電
Department Of Marine Resources, NSYSU, Kaohsiung City, Taiwan
Empathia.ai
Fair Well Fishery Co., Ltd., Kaohsiung City, Taiwan
Gallant Precision Machining Co., Ltd. (GPM 均豪精密)
Tertarik bekerja jarak jauh
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Pekerja lepas paruh waktu
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Chinese - Bahasa ibu atau Bilingual
English - Menengah
English - Fasih
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German - Pemula
Japanese - Pemula
English
Chinese
4-6 tahun
6-10 tahun
10-15 tahun
Lebih dari 15 tahun
  • Sembunyikan hasil sudah dibaca
  • Show all experiences
Avatar of Vivian.
Avatar of Vivian.
Vivian
Past
Product Specialist @老達利貿易股份有限公司(Canon Medical)
・
2016 ~ 2019
Dalam dua bulan
Vivian 【Failure will never overtake me if my determination to succeed is strong enough.】 As a skilled professional with a diverse background in problem-solving, project management, and sales, I am excited to seek a challenging position that will effectively utilize my skills, experience, and provide an opportunity to work collaboratively with a team. With a proven track record of success in identifying the root cause of problems, developing and executing successful projects, and building positive relationships with customers to achieve sales targets, I am confident in my ability to excel in a dynamic and fast-paced environment
Statistical Process Control (SPC)
JMP
FDC
Tidak bekerja
・
Terbuka untuk peluang
Full-time / Tidak tertarik bekerja jarak jauh
4-6 tahun
National Tsing Hua University
・
Mechanical Engineering
Avatar of chen chopper.
Avatar of chen chopper.
chen chopper
助理工程師 @行政法人國家資通安全研究院
・
2023 ~ Sekarang
滲透測試、資訊安全、系統開發、程式設計
Dalam satu bulan
陳燕葶 Chopper Chen 來自台南，個性活潑樂觀富創造力，樂於學習新知及勇於接受新的挑戰。西元2018年畢業於國防大學理工學院資訊工程學系，於國防部服務4年後，目前於財團法人國家實驗研究院服務，主要工作經歷包含程式開發、滲透測試、惡意程式
python語言
C
Assembly Language
Sudah bekerja
・
Terbuka untuk peluang
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
國立臺北科技大學NTUT
・
自動化工程研究所
Avatar of DboyLiao.
Offline
Avatar of DboyLiao.
Offline
DboyLiao
Principal Engineer @Coretronic Corporation, 中強光電
・
2020 ~ 2022
Machine Learning Engineer
Dalam satu bulan
Yin Chen, Liao (廖尹禎) [email protected] Experience Senior AI/Prompt Engineer, Empathia.ai , 2023 July - Present Prompts Engineering, LLM Output Evaluation and Optimization. Design prompts for NLP tasks to generate high quality specialized SOAP report for different specialists. Implement and maintain a streaming service for various AI-powered functionalities with Apache Kafka. Senior Data/ML Engineer, MobLab Inc., 2022 JulyJuly Algorithm Design: game data analysis, user clustering RESTful API development: extensive experience on FastAPI , along with asyncio . Large-Language-Model(LLM): Hands-on experiences on building GPT
Python
Linux
C++
Sudah bekerja
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
國立台灣大學
・
經濟學
1,000+
Avatar of Paul Tang.
Avatar of Paul Tang.
Paul Tang
Senior Software Engineer @U-NEXT Co., Ltd.
・
2021 ~ Sekarang
Software Engineer
Dalam satu bulan
vision API for fashion application - Upgrade legacy backend service to modern architecture. - Enable CI/CD flow and deployment - Build internal frontend application as a full-stack developer [Core technology] - Python/JavaScript - Django/Django Rest Framwork/Chalice AWS Lambda/Flask/FastAPI - Vue.js - Tensorflow/Keras/OpenCV Software Engineer • 盛星科技 | Astra Inc. 十二月四月Build innovative computer vision and pedestrian detection backend service - Build and maintain a high availability of deep learning-based computing systems - Develop human detection and facial recognition deep learning models and
Python
Docker
Linux
Sudah bekerja
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
Nation Taiwan University
・
Bioelectronic and Bioinformatics
Avatar of Gavin Jang.
Avatar of Gavin Jang.
Gavin Jang
AI Engineer @Revlis Biotech Co. Ltd., Yunlin County, Taiwan
・
2022 ~ Sekarang
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
Dalam dua bulan
8 years. Coordinated with Environment and Construction Authority to proceed monitoring projects. EducationMaster of Science National Sun Yat-Sen University Biological Oceanography, Multivariate Analysis, Time Series AnalysisBachelor of Science National Sun Yat-Sen University Oceanography Skills Certificate Deep Learning Machine Learning Statistics Multivariant Analysis Python SPSS SAS PyTorch Tensorflow/Keras Scikit-Learn Matplotlib Seaborn 1. Python from the Beginning / Udemy 2. Python A-Z / Udemy 3. Machine Learning A-Z / Udemy 4. Deep Learning A-Z / Udemy 5. TensorFlow 2.0 using Keras API / Udemy 6
Deep Learning
Machine Learning
Statistics
Sudah bekerja
Full-time / Tertarik bekerja jarak jauh
10-15 tahun
National Sun Yat-sen University
・
Biological Oceanography, Multivariate Analysis, Time Series Analysis
Avatar of the user.
Avatar of the user.
Hanya dapat diakses oleh perusahaan berbayar
演算法開發工程師 @亞迪電子
・
2020 ~ Sekarang
AI 深度學習 軟體開發
Lebih dari satu tahun
C++ and C
Assembly Language
Python
Sudah bekerja
・
Tidak terbuka untuk peluang
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
國立台灣大學
・
物理研究所
Avatar of 柯冠廷.
Avatar of 柯冠廷.
柯冠廷
AI engineer @坤侑科技股份有限公司
・
2022 ~ Sekarang
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
Dalam enam bulan
柯冠廷 AI engineer 目前於坤侑科技擔任數據工程師，主要負責NLP 相關AI開發和演算法的開發，對於公司的AI相關專案進行分析和規劃，並參考相關論文資料。過去在日盛證券數位發展處擔任大數據工程師，做過AI理財機器人、新聞情感分析和推薦系
Python
Data Analysis
Data Visualization
Sudah bekerja
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
國立東華大學
・
資訊管理學系
Avatar of the user.
Avatar of the user.
Hanya dapat diakses oleh perusahaan berbayar
NAND Mechanism RD, Machine Learning Engineer @PHISON
・
2015 ~ Sekarang
Machine Learning Engineer / Data Science Engineer
Lebih dari satu tahun
Power Point
Excel
word
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
NATIONAL TAIWAN UNIVERSITY
・
Physics Master
Avatar of the user.
Avatar of the user.
Hanya dapat diakses oleh perusahaan berbayar
Algorithm R&D Engineer @Masterwork Aoitek Tech Corp Ltd., Taipei City, Taiwan
・
2019 ~ 2020
deep learning/machine learning/computer vision/software engineer
Lebih dari satu tahun
Machine Learning
Deep Learning
Linux
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
National Cheng Kung University
・
Department of Industrial Information Management Institute of Information Management
Avatar of 林書緯.
Avatar of 林書緯.
林書緯
Machine Learning Engineer @Institute for Information Industry
・
2018 ~ 2019
AI engineer
Lebih dari satu tahun
embedded systems. Machine Learning Engineer • Institute for Information Industry FebSepDesigning and implementing the non-intrusive load monitoring (NILM) and behavior inference algorithms with tensorflow and keras for time series analysis. Programmer • Colatour Company Inc MayJanI participated in the low cost carrier (LCC) system development and exploited the web API at the back-end to conduct the flight reservation. 學歷National Taiwan University Master of Science in PhysicsNational Central University Bachelor of Science in Physics Skill C++ Python SQL Tensorflow/Keras Embedded Systems Cloud Services AI & Machine Learning Language Chinese — Native Language English — Fluent
C++
Python
SQL
Full-time / Tidak tertarik bekerja jarak jauh
4-6 tahun
National Taiwan University
・
Master of Science in Physics

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Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
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Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
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Dalam satu bulan
Avatar of DboyLiao.
DboyLiao
AI/Prompt Engineer @ Empathia.ai
Empathia.ai
・
2022 ~ Sekarang
Taipei City, Taiwan
Latar Belakang Profesional
Status sekarang
Sudah bekerja
Tahap pencarian kerja
Profesi
Data Engineer, Python Developer, Machine Learning Engineer
Bidang Pekerjaan
Software
Pengalaman Kerja
6-10 tahun
Management
Keterampilan
Python
Linux
C++
Tensorflow/Keras
PyTorch
Bahasa
English
・
Menengah
Preferensi Pencarian Pekerjaan
Jabatan
Machine Learning Engineer
Tipe Pekerjaan
Full-time
Lokasi
Taipei, 台灣
Bekerja jarak jauh
Tertarik bekerja jarak jauh
Freelance
Tidak
Pendidikan
Institusi Pendidikan
國立台灣大學
Jurusan
經濟學
Cetak

Yin Chen, Liao (廖尹禎)

[email protected]

Experience 


Senior AI/Prompt Engineer, Empathia.ai, 2023 July - Present

  • Prompts Engineering, LLM Output Evaluation and Optimization.
  • Design prompts for NLP tasks to generate high quality specialized SOAP report for different specialists. 
  • Implement and maintain a streaming service for various AI-powered functionalities with Apache Kafka.

Senior Data/ML Engineer, MobLab Inc., 2022 July - 2023 July

  • Algorithm Design: game data analysis, user clustering
  • RESTful API development: extensive experience on FastAPI, along with asyncio.
  • Large-Language-Model(LLM): Hands-on experiences on building GPT-powered machine learning/AI system, which is capable of handling hundreds of note processing within 2 mins.

Principal Engineer, Coretronic Corporation., November 2020 - July 2022

  • Robotic development with Python and  C/C++
  • Deep-learning based algorithm for robotic grasping
  • Robotic Hand-Eye calibration, reach less than 5 mm projection error on Realsense L515 LiDAR camera with ordinary tripod
  • Augmented Reality: design and implement algorithm for camera pose estimation, significantly improve the tracking performance by boosting the detection distance from less than 30cm to over 1m with frames per second rate over 65
  • SLAM system development
  • Large scale business strategic analysis with Spark

Senior Software Developer, Wuduker Inc., January 2020 - October 2020

  • iSchedule, a preference aware scheduling system. Responsible for designing RESTful API, database schema and core scheduling solver
  • Anomaly detection system with Deep Metric Learning
  • Develop deep learning model with PyTroch and PyTorch-Lightning
  • Consulting service. Including Spark pipeline optimization, deep learning model development and general Python/C++ development

Machine Learning Engineer, Pinkoi Inc., December 2017 - December 2019

  • Recommendation System, including item-based/store-based recommendation, keyword suggestion, making significant improvement on recommendation quality and coverage.
  • Machine Learning Algorithm Design
  • Data Pipeline, including on-site advertising and internal BI reporting with Apache Airflow.
  • Design and maintain automatic testing scheme
  • Database optimization for accelerating internal BI reporting system by 50% (query time drops from approximately 2 mins to less than 1 min on average)
  • https://www.pinkoi.com/

R&D Engineer, Speed 3D Inc., July 2015 - June 2017

  • SDK Development (iOS, Android with Unity 3D)
  • Backend Server Maintenance
  • Algorithm Design
  • http://www.spe3d.co

Co-Founder, 木刻思,  June 2014 - June 2015

Research Assistant, National Taiwan University, June 2012 - June 2014

  • Econometric Model Simulation

Projects (Selected)

Talks

Skill Sets

Python

Scientific computing and data visualization, including Tensorflow, PyTorch, numpy, scipy and matplotlib. Experience with RESTful API development using Flask and FastAPI.

C++

Familiar with OpenCV basic data structures such as Mat in addition to basic and advanced image processing API. 
Building external library for python with pybind11


PySpark / Spark

Proficiency in Spark SQL for building efficient data processing pipeline. Experience in both integrating Python ML libraries with PySpark such as distributed hyperparameters search.

Apache Airflow

Familiar with the API for managing complex tasks scheduling and pipelines management

GCP DataProc, BigQuery

Working knowledge on GCP DataProc and BigQuery for building/tuning Spark Cluster and building large scale data warehouse with BigQuery

Tensorflow / PyTorch

Deep understanding of Tensorflow / PyTorch frameworks. Proficiency in designing tools and models based on these frameworks.

Apache Kafka

Proficiency in building streaming processing pipelines with Apache Kafka.


Education

M.S, Economics, National Taiwan University,  2011

Graduated in the top 5% of the class

B.S, Mathematics, National Taiwan University, 2009

CV
Profil
Cetak

Yin Chen, Liao (廖尹禎)

[email protected]

Experience 


Senior AI/Prompt Engineer, Empathia.ai, 2023 July - Present

  • Prompts Engineering, LLM Output Evaluation and Optimization.
  • Design prompts for NLP tasks to generate high quality specialized SOAP report for different specialists. 
  • Implement and maintain a streaming service for various AI-powered functionalities with Apache Kafka.

Senior Data/ML Engineer, MobLab Inc., 2022 July - 2023 July

  • Algorithm Design: game data analysis, user clustering
  • RESTful API development: extensive experience on FastAPI, along with asyncio.
  • Large-Language-Model(LLM): Hands-on experiences on building GPT-powered machine learning/AI system, which is capable of handling hundreds of note processing within 2 mins.

Principal Engineer, Coretronic Corporation., November 2020 - July 2022

  • Robotic development with Python and  C/C++
  • Deep-learning based algorithm for robotic grasping
  • Robotic Hand-Eye calibration, reach less than 5 mm projection error on Realsense L515 LiDAR camera with ordinary tripod
  • Augmented Reality: design and implement algorithm for camera pose estimation, significantly improve the tracking performance by boosting the detection distance from less than 30cm to over 1m with frames per second rate over 65
  • SLAM system development
  • Large scale business strategic analysis with Spark

Senior Software Developer, Wuduker Inc., January 2020 - October 2020

  • iSchedule, a preference aware scheduling system. Responsible for designing RESTful API, database schema and core scheduling solver
  • Anomaly detection system with Deep Metric Learning
  • Develop deep learning model with PyTroch and PyTorch-Lightning
  • Consulting service. Including Spark pipeline optimization, deep learning model development and general Python/C++ development

Machine Learning Engineer, Pinkoi Inc., December 2017 - December 2019

  • Recommendation System, including item-based/store-based recommendation, keyword suggestion, making significant improvement on recommendation quality and coverage.
  • Machine Learning Algorithm Design
  • Data Pipeline, including on-site advertising and internal BI reporting with Apache Airflow.
  • Design and maintain automatic testing scheme
  • Database optimization for accelerating internal BI reporting system by 50% (query time drops from approximately 2 mins to less than 1 min on average)
  • https://www.pinkoi.com/

R&D Engineer, Speed 3D Inc., July 2015 - June 2017

  • SDK Development (iOS, Android with Unity 3D)
  • Backend Server Maintenance
  • Algorithm Design
  • http://www.spe3d.co

Co-Founder, 木刻思,  June 2014 - June 2015

Research Assistant, National Taiwan University, June 2012 - June 2014

  • Econometric Model Simulation

Projects (Selected)

Talks

Skill Sets

Python

Scientific computing and data visualization, including Tensorflow, PyTorch, numpy, scipy and matplotlib. Experience with RESTful API development using Flask and FastAPI.

C++

Familiar with OpenCV basic data structures such as Mat in addition to basic and advanced image processing API. 
Building external library for python with pybind11


PySpark / Spark

Proficiency in Spark SQL for building efficient data processing pipeline. Experience in both integrating Python ML libraries with PySpark such as distributed hyperparameters search.

Apache Airflow

Familiar with the API for managing complex tasks scheduling and pipelines management

GCP DataProc, BigQuery

Working knowledge on GCP DataProc and BigQuery for building/tuning Spark Cluster and building large scale data warehouse with BigQuery

Tensorflow / PyTorch

Deep understanding of Tensorflow / PyTorch frameworks. Proficiency in designing tools and models based on these frameworks.

Apache Kafka

Proficiency in building streaming processing pipelines with Apache Kafka.


Education

M.S, Economics, National Taiwan University,  2011

Graduated in the top 5% of the class

B.S, Mathematics, National Taiwan University, 2009