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On
4 到 6 年
6 到 10 年
10 到 15 年
15 年以上
國立台灣大學
Software Developer @新代科技股份有限公司 Syntec Ltd.2021 ~ 现在
・
Software Engineer
一個月內
Min-Hsien (Sam) Lee Software Engineer & Software Developer [email protected]/in/ samonkeys About I am a dedicated software engineer with experience in both R&D and product teams, committed to delivering high-quality software solutions. I am also a quick and motivated learner, always trying to find creative solutions for real life problems. Experience Software Developer • Syntec ( Product Team ) Jan~ Present CAD/CAM Software development using C# and C++, including: Panel Saw Software: Product started selling inCutting Path Planner Software: Product started selling inDrilling Machine Software: Product
就职中
・
目前会考虑了解新的机会
全职 / 对远端工作有兴趣
4 到 6 年
國立台灣大學
・
機械工程
离线
离线
Principal Engineer @Coretronic Corporation, 中強光電2020 ~ 2022
・
Machine Learning Engineer
一個月內
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., NovemberJuly 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
就职中
全职 / 对远端工作有兴趣
6 到 10 年
國立台灣大學
・
經濟學
就职中
・
目前没有兴趣寻找新的机会
全职 / 对远端工作有兴趣
6 到 10 年
國立台灣大學
・
土木工程學系電腦輔助工程組待业中
全职 / 对远端工作有兴趣
4 到 6 年
國立台灣大學
・
光電工程學研究所就职中
・
目前没有兴趣寻找新的机会
全职 / 对远端工作有兴趣
6 到 10 年
國立台灣大學
・
物理研究所
曾任
Freelancer @Freelance2016 ~ 现在
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資深工程師，技術主管
超過一年
許哲睿 Hsu, [email protected] Kaohsiung City, Taiwan WORK EXPERIENCE Senior full stack engineer • iMarts AI Technology co ltd. OCTJULThe product is a travel information platform. Backend services on AWS lambda using Python, MySQL Redesign the main architecture of the backend service and DB schemas. Create boilerplates for new services. Backend services on Microsoft Azure Kubernetes Service using Golang, PostgreSQL, Docker Product manager and contact window for outsourced projects. The only employee in Kaohsiung. Go to the Taipei office every Monday. https://www.imarts.
待业中
・
目前没有兴趣寻找新的机会
全职 / 对远端工作有兴趣
10 到 15 年
國立台灣大學
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資訊網路與多媒體研究所
系統工程師 @漢翔航空工業股份有限公司2016 ~ 现在
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Engineer
超過一年
Cai-Syuan (Sally) Chang Hi, I am a 5-year-experienced project/system engineer for the aircraft engine starting system in Aerospace Industrial Development Corporation (AIDC). In this role, I am responsible for the design, development, integration and qualification of the engine starting system and directing the engine/aircraft integration and ground/flight test program. I also have extensive experience in mechanical design, 2D/3D CAD, system performance analysis, system testing, international procurement and international supplier coordination. Taichung, [email protected] Cai-syuan (Sally) Chang Work Experience System Engineer
就职中
全职 / 对远端工作有兴趣
4 到 6 年
國立台灣大學
・
機械工程學系
後端工程師 @宇匯知識科技2017 ~ 现在
・
後端工程師
一個月內
role based control for enterprises. – Build all your service within Docker. 訊連科技股份有限公司, 軟體工程師, Oct 2014 ~ Aug 2017 Software Engineer - Magic Team (Junior and Senior) • Implement virtual makeup effects on mobile phone — development algorithm engine using C++ – Design virtual makeup effects using image processing algorithms, such as contrast enhancement, Gaus-sian smoothing, different color blending strategy, etc. – Optimize the process using multi-threads and SIMD (NEON) on mobile device. • Rendering virtual makeup effects on views using OpenGL and WebGL. – Develop the
全职 / 对远端工作有兴趣
4 到 6 年
國立台灣大學
・
資訊工程學系
業務襄理 @利保國際股份有限公司2019 ~ 现在
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Business Development, Product Manager, Project Management, Business Operations, Process Design
一年內
. Organised and developed semantically meanigful UI components using Backbone.js, such as a customized HTML5 video player with time-synchronized display of lecture slides and nested discussion threads. Developed access control based front-end components in PHP using the Yii framework. NOV 2012 AUG 2013 Skills C++, Java Javascript Python, PHP HTML5, CSS3, SVG Qt, OpenGL/SDL, V8 jQuery, backbone, node Django, App engine LESS, Bootstrap, d3.js MySQL, MongoDB grunt, jasmine Flash, Actionscript 3 Git, Photoshop, Illustrator Honors SEARCC International School's Software Competition Algorithmic Programming Competition Organized by the Computer
就职中
全职 / 对远端工作有兴趣
6 到 10 年
國立台灣大學
・
政治系國際關係組最轻量、快速的招募方案，数百家企业的选择
搜寻简历，主动联系求职者，提升招募效率。
- 浏览所有搜寻结果
- 每日可无限次数开启陌生对话
- 搜尋僅開放付費企業檢視的简历
- 检视使用者信箱 & 电话
搜寻技巧
1
Search a precise keyword combination
senior backend php
2
Use quotes to search for an exact phrase
"business development"
3
Use the minus sign to eliminate results containing certain words
UI designer -UX
职场能力评价定义
专业技能
该领域中具备哪些专业能力（例如熟悉 SEO 操作，且会使用相关工具）。
问题解决能力
能洞察、分析问题，并拟定方案有效解决问题。
变通能力
遇到突发事件能冷静应对，并随时调整专案、客户、技术的相对优先序。
沟通能力
有效传达个人想法，且愿意倾听他人意见并给予反馈。
时间管理能力
了解工作项目的优先顺序，有效运用时间，准时完成工作内容。
团队合作能力
具有向心力与团队责任感，愿意倾听他人意见并主动沟通协调。
领导力
专注于团队发展，有效引领团队采取行动，达成共同目标。
专业背景
目前状态
就职中
求职阶段
专业
数据工程师, Python 开发人员, 机器学习工程师
产业
软件
工作年资
6 到 10 年
管理经历
技能
语言能力
English
・
中阶
求职偏好
希望获得的职位
Machine Learning Engineer
预期工作模式
全职
期望的工作地点
Taipei, 台灣
远端工作意愿
对远端工作有兴趣
接案服务
否
学历
学校
國立台灣大學
主修科系
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