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上級
On
4〜6年
6〜10年
10〜15年
15年以上
Software Engineering Section Manager @仁寶2023 ~ 現在
・
Lead Designer, Senior Consultant, Design Manager
1ヶ月以内
Danny_Teng DOMAIN KNOWLEDGE -Smart wearable devices / Smart medicine -Product testing and quality assurance process improvement. -Manufacturing product test program development. -Automatic tool development. -Graphical user interface development. -Robot arm system : ABB, Rotot Studio -Interactive Control : VISA, SCPI, GPIB -Supervised learning: Data Annotation / Data Labeling -Smart manufacturing -DevOps TECHNICALS SKILLS -Python / PyQt / Pandas / Openpyxl / PyVisa / Pywinauto / Crawler / FastAPI -VUE.js / PostgreSQL / Linux / Prestd / Docker / JavaScript -ABB Robot / Robot Studio / RAPID Taipei, Taiwan 工作經歷 Software Engineering Section
就職中
・
面接の用意ができています
フルタイム / リモートワークに興味あり
6〜10年
National Taipei University of Technology
・
電機系
Software QA Team lead @Gate.io2023 ~ 現在
・
1ヶ月以内
the team on testing techniques and fostered effective communication across different teams. Ensured a seamless integration process from development to testing to release, emphasizing the importance of minimizing frequent releases. 3. Process Integration Oversaw the entire development lifecycle, from planning based on business logic to implementation and testing before release. Emphasized a structured approach to avoid frequent releases and introduced Playwright and Pytest to enhance automation testing capabilities. 4. Automation Testing Implementation Led the establishment of automation testing, covering both end-to-end and API testing. Actively participated in the development of custom
就職中
・
就職希望
フルタイム / リモートワークに興味あり
4〜6年
國立清華大學 National Tsing Hua University
・
數學 mathematics,Probability,Applied Mathematic
Principal Engineer @Coretronic Corporation, 中強光電2020 ~ 2022
・
Machine Learning Engineer
1ヶ月以内
就職中
フルタイム / リモートワークに興味あり
6〜10年
國立台灣大學
・
經濟學
Past
設計主任 @仁寶電腦工業股份有限公司2011 ~ 2022
・
iOS App Developer
6ヶ月以内
the local usage scenarios, it is required to support Alexa voice commands and also needs to pass an official certificate. Parse voice commands from Alexa and then according request to: Identity authentication Retrieve RTSP link from TUTK Retrieve event list and related recording video Test environment construction, convenient for testing voice commands offline, including automatic testing scripts Define the API protocol and coordinate with the backend team (identity authentication mechanism). Responsible for the product certification process, including: Certification document writing Product testing, Re-inspection 2020//03 Pixsee System planning, Application development https://apps.
無職
フルタイム / リモートワークに興味あり
6〜10年
國立台北藝術大學
・
科技藝術
資深工程師 @趨勢科技 TrendMicro2022 ~ 現在
・
Senior Software Engineer
1ヶ月以内
a bridge for communication between services Deploy the service to at least 3 Pods Create ELK alerts, collect logs and send notifications Change the original GameLog mode to Console output to FILEBEAT Deploy ELK to Kubernetes Use CI/CD to automate continuous deployment Practice with GitLab-CI Automated unit testing Automatic packaging Automatic deployment to AWS EC2 Use LineNotify if it fails Migrate game server from Python to Golang (refactoring) Connect with third-party cash flow services (GameTower, MyCard, Blue and newebpay) Software Engineer International Games System CO, LTD. • SepSep 2019 【 Work content 】 The bottom layer of development
就職中
・
就職希望
フルタイム / リモートワークに興味あり
4〜6年
銘傳大學
・
資訊工程
Backend Engineer @BTQ2022 ~ 現在
・
後端工程師
1ヶ月以内
/Django/Javascript/AngularJS/FFmpeg). ● Develop/maintain SNS message moderation/broadcast system(Python/WebSocket). ● Develop Video Streaming system with image recognition (NodeJs/WebRTC/OpenCV/ProtoBuf/RabbitMQ). ● Web Crawler (Python/Scrapy). ● Introduce automatic software-testing, code-review, CI/CD into the team’s development process. ● Survey innovative technology, provide MVP for various interactive advertising software, e.g. Touch Screen, Web Panorama. 八月六月 2018 Freelancer • Self-Employed ● Develop/maintain various systems for
就職中
・
就職を希望していません
フルタイム / リモートワークに興味あり
10〜15年
NATIONAL TAIPEI UNIVERSITY OF TECHNOLOGY
・
Master of Computer Science/Program of Software Engineering
Staff software engineer @Marvell Semiconductor2019 ~ 現在
・
2ヶ月以内
. 869, Sec. 2, Dongxing Rd., Zhubei City, Hsinchu County, Taiwan (R.O.C.) Work Experience Staff Software Engineer • Marvell Technolog, Inc. AprPresent Worked at Marvell for 4+ years and currently serves as a staff software engineer. NVMe/SATA HBA Firmware testing NVMe/SATA HBA Windows/Linux/UEFI driver testing Build a coding framework for developing automated scripts Develop automatic script for testing NevoX (DELL/HPE/LionMS) and MagniPlus project Integrate Qtest to deploy tests through Jenkins CI/CD Infrastructure, e.g. Jenkins
就職中
・
就職希望
4〜6年
國立雲林科技大學
・
資訊管理所就職中
フルタイム / リモートワークに興味あり
6〜10年
Providence University 靜宜大學
・
資訊工程
Past
Blockchain Software Engineer @GranDen狂點2022 ~ 2023
・
backend engineer(go/java), fullstack engineer, blockchain engineer
1年以内
GO. DiceMyOracleDice smart contracts built by Truffle communicate with a self-constructed Oracle service implemented by GO. NftTruffleThis project is the NFT project based on OpenZeppelin build with Truffle, and the resources are stored at IPFS. UpgradableNFTUpgradable NFT based on OpenZeppelin NFTwithTestIt is the NFT project with Testing and automatic analysis tools alertSystemThis project can receive logs from various services and apps, and send alerts through various channels when the threshold set by the user is reached. It manly adapts Redis and RabbitMQ. Ticket Booking System(POCThe POC mainly focuses on high throughput & low latency
無職
・
就職を希望していません
フルタイム / リモートワークに興味あり
4〜6年
國立台灣科技大學 National Taiwan University of Science and Technology
・
資工フルタイム / リモートワークに興味あり
6〜10年
龍華科技大學
・
網路工程學最も簡単で効果的な採用プラン
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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
現在の状況
就職中
求人検索の進捗
Professions
Data Engineer, Python Developer, Machine Learning Engineer
Fields of Employment
ソフトウェア
職務経験
6〜10年
Management
スキル
言語
English
・
中級者
Job search preferences
希望のポジション
Machine Learning Engineer
求人タイプ
フルタイム
希望の勤務地
Taipei, 台灣
リモートワーク
リモートワークに興味あり
Freelance
いいえ。
学歴
学校
國立台灣大學
専攻
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