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Past
Product Specialist @老達利貿易股份有限公司(Canon Medical)2016 ~ 2019
・
Dans 2 mois
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
Sans Emploi
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Ouvert à de nouvelles opportunités
Temps plein / Je ne suis pas intéressé par le travail à distance
4 à 6 ans
National Tsing Hua University
・
Mechanical Engineering
助理工程師 @行政法人國家資通安全研究院2023 ~ Présent
・
滲透測試、資訊安全、系統開發、程式設計
Dans 1 mois
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
Employé
・
Ouvert à de nouvelles opportunités
Temps plein / Intéressé par le travail à distance
4 à 6 ans
國立臺北科技大學NTUT
・
自動化工程研究所
Hors ligne
Hors ligne
Principal Engineer @Coretronic Corporation, 中強光電2020 ~ 2022
・
Machine Learning Engineer
Dans 1 mois
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
Employé
Temps plein / Intéressé par le travail à distance
6 à 10 ans
國立台灣大學
・
經濟學
Senior Software Engineer @U-NEXT Co., Ltd.2021 ~ Présent
・
Software Engineer
Dans 1 mois
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
Employé
Temps plein / Intéressé par le travail à distance
4 à 6 ans
Nation Taiwan University
・
Bioelectronic and Bioinformatics
AI Engineer @Revlis Biotech Co. Ltd., Yunlin County, Taiwan2022 ~ Présent
・
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
Dans 2 mois
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
Employé
Temps plein / Intéressé par le travail à distance
10 à 15 ans
National Sun Yat-sen University
・
Biological Oceanography, Multivariate Analysis, Time Series Analysis 
Employé
・
Ne recherche pas de nouvelles opportunités
Temps plein / Intéressé par le travail à distance
6 à 10 ans
國立台灣大學
・
物理研究所
AI engineer @坤侑科技股份有限公司2022 ~ Présent
・
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
Dans 6 mois
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
Employé
Temps plein / Intéressé par le travail à distance
4 à 6 ans
國立東華大學
・
資訊管理學系NAND Mechanism RD, Machine Learning Engineer @PHISON2015 ~ Présent
・
Machine Learning Engineer / Data Science Engineer
Plus d'1 an
Temps plein / Intéressé par le travail à distance
6 à 10 ans
NATIONAL TAIWAN UNIVERSITY
・
Physics MasterAlgorithm R&D Engineer @Masterwork Aoitek Tech Corp Ltd., Taipei City, Taiwan2019 ~ 2020
・
deep learning/machine learning/computer vision/software engineer
Plus d'1 an
Temps plein / Intéressé par le travail à distance
6 à 10 ans
National Cheng Kung University
・
Department of Industrial Information Management Institute of Information Management
Machine Learning Engineer @Institute for Information Industry2018 ~ 2019
・
AI engineer
Plus d'1 an
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
Temps plein / Je ne suis pas intéressé par le travail à distance
4 à 6 ans
National Taiwan University
・
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Definition of Reputation Credits
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.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
Professional Background
Statut Actuel
Employé
Progrès de la Recherche d'Emploi
Professions
Data Engineer, Python Developer, Machine Learning Engineer
Fields of Employment
Logiciel
Expérience Professionnelle
6 à 10 ans
Management
Compétences
Langues
English
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Intermédiaire
Job search preferences
Position Désirée
Machine Learning Engineer
Type d'emploi
Temps plein
Lieu Désiré
Taipei, 台灣
Travail à distance
Intéressé par le travail à distance
Freelance
Non.
Éducation
École
國立台灣大學
Spécialisation
經濟學
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
- General Affairs
- Recommendation Engine Maitenance
- https://data-sci.info
Research Assistant, National Taiwan University, June 2012 - June 2014
- Econometric Model Simulation
Projects (Selected)
- utensor_cgen and uTensor
- uTensor: A neural network inference library for MCU
- utensor_cgen: C++ code generator for uTensor
- https://github.com/uTensor/uTensor
- https://github.com/uTensor/utensor_cgen
- Insta3D
- Boosting backend resource utilization rate up by more than 60%
- Reduce significant backend server cost
- Talkii
- Responsible for Lip-syncing algorithm design
- Demo
- Insta3D Gifmoji
- Responsible for new avatar generating algorithm
- Accommodate Edge-Computing architecture
- Saving more than 50% cloud computing cost
- pypeup (GitHub)
- Library for building pipeline in a functional fashion
Talks
- PyData Taipei 2020
- DevFest 2020 Taipei Speaker (Room 4)
- COSCUP 2020 Speaker (Julia Track)
- COSCUP 2018 Speaker (uTensor)
- Speaker at 台灣資料愛好者年會 2014
- Hosting R Basic tutorial session
- MLDM Mondy
- CocoaHeads Taipei
- It's a talk about how to design and integrate C++ frameworks with Swift, with Objective-C++.
- EdgeMe Demo
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
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
- General Affairs
- Recommendation Engine Maitenance
- https://data-sci.info
Research Assistant, National Taiwan University, June 2012 - June 2014
- Econometric Model Simulation
Projects (Selected)
- utensor_cgen and uTensor
- uTensor: A neural network inference library for MCU
- utensor_cgen: C++ code generator for uTensor
- https://github.com/uTensor/uTensor
- https://github.com/uTensor/utensor_cgen
- Insta3D
- Boosting backend resource utilization rate up by more than 60%
- Reduce significant backend server cost
- Talkii
- Responsible for Lip-syncing algorithm design
- Demo
- Insta3D Gifmoji
- Responsible for new avatar generating algorithm
- Accommodate Edge-Computing architecture
- Saving more than 50% cloud computing cost
- pypeup (GitHub)
- Library for building pipeline in a functional fashion
Talks
- PyData Taipei 2020
- DevFest 2020 Taipei Speaker (Room 4)
- COSCUP 2020 Speaker (Julia Track)
- COSCUP 2018 Speaker (uTensor)
- Speaker at 台灣資料愛好者年會 2014
- Hosting R Basic tutorial session
- MLDM Mondy
- CocoaHeads Taipei
- It's a talk about how to design and integrate C++ frameworks with Swift, with Objective-C++.
- EdgeMe Demo
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