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4-6 years
6-10 years
10-15 years
More than 15 years
國立台灣大學
Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.2021 ~ Present
・
Software Engineer
Within one month
Patrick Hsu AI Research & Development As a seasoned AI engineer with six years of experience, I specialize in computer vision, 3D body model reconstruction, generative AI, and possessing some knowledge in natural language processing (NLP). | New Taipei City, [email protected] Work Experience (6 years) Algorithm Research & Design• TG3D Studio MayPresent A skilled engineer specialized in computer vision and generative AI with experience in developing and training AI models for digital fashion applications. Body AI: Virtual Try On Integrated cutting-edge technologies such as Stable Diffusion, ControlNet, and Prompt Engineering to create a sophisticated system for
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立台灣大學
・
生物產業機電工程所
技術主管 / 後端工程師 @愛家適有限公司2022 ~ Present
・
後端工程師、技術顧問、架構師
Within one month
database. 八月七月 2011 研究助理 中央研究院生物多樣性研究中心 Bioinformatics research in Dr. Li (李文雄)'s lab (NGS Core lab). Write Perl scripts for bioinformatics analysis. 學歷國立台灣大學 生醫電子與資訊學所國立台灣大學 生命科學系 技能 Ruby on Rails Python Go Rust SQL Google Cloud Docker Git Ruby 語言 Chinese — 母語或雙語 English — 中階
Employed
・
Open to opportunities
Part-time / Remote Only
10-15 years
國立台灣大學
・
生醫電子與資訊學所
Offline
Offline
Principal Engineer @Coretronic Corporation, 中強光電2020 ~ 2022
・
Machine Learning Engineer
Within one month
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., 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
Employed
Full-time / Interested in working remotely
6-10 years
國立台灣大學
・
經濟學
研發工程師 @荔枝智慧股份有限公司2018 ~ Present
・
研發工程師
Within one month
黃建豪 研發工程師 我是一名具有開發熱情的全端工程師，熟悉Python與javascript, 並且熟悉AWS雲端服務架構，了解系統規劃與設計，具備獨立完成各種專案的能力。同時熟悉腳本的開發，擅長自動化處理身邊重複性工作。 Taoyuan City, [email protected] 工作經歷 六月Present Taipei
Employed
・
Not open to opportunities
Full-time / Remote Only
4-6 years
國立台灣大學
・
電機所自動控制
雲端架構師 Cloud Solution Architect @ECLOUDVALLEY TECHNOLOGY PTE. LTD2019 ~ 2023
・
Devops Engineer / Cloud Engineer
Within one month
移至 AWS，並達到接近 0 downtime ・協助台灣知名線上書店優化 CDN 設置，每年節省雲端成本超過 12K 美金 學歷 國立台灣大學 經濟學系（主系）、資工系（輔系）技能 AWS Git Terraform Kubernetes Docker Python 證照 Certified Kubernetes Administrator (CKA) AWS Certified DevOps Engineer-Professional (DOP) AWS Certified Solutions Architect -Professional(SAP) AWS Certified SysOps Administrator – Associate (SOA) AWS Certified Developer – Associate (DVA) AWS Certified Solutions Architect – Associate (SAA)
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
國立台灣大學
・
經濟系, 資工系
Engineering Leader @FARobot / 法博智能移動股份有限公司2023 ~ Present
・
全端/後端工程師
Within one month
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
國立台灣大學
・
土木工程學系電腦輔助工程組Employed
・
Not open to opportunities
Full-time / Remote Only
6-10 years
國立台灣大學
・
csieUnemployed
Full-time / Interested in working remotely
4-6 years
國立台灣大學
・
光電工程學研究所
演算法開發工程師 @亞迪電子2020 ~ Present
・
AI 深度學習 軟體開發
More than one year
秒脈衝雷射光源 共軛焦顯微鏡 雙光子螢光顯微鏡 二倍頻顯微鏡 干涉式顯微鏡 牛頓式天文望遠鏡 程式語言 C C++ Assembly Python TensorFlow/Keras PyTorch OpenCV Shell Matlab LabVIEW VBA 演算法 數位音訊/影像處理 傅立葉分析 IIR/FIR filter：全通濾波、希爾伯特轉換、等化器 動態範圍壓縮
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
國立台灣大學
・
物理研究所
主任工程師 @NOVATEK 聯詠科技2016 ~ Present
・
工程師
More than one year
Designs and creates software solutions to analyze lots of touch test logs and visualize the result. On-side support at customer side. TDDI IC touch part training. Technical questions reply. Build the test environment and solve emergency issue. End customer like Huawei, VIVO, OPPO, Xiaomi, Lenovo, hTC, ASUS, etc. 學歷國立台灣大學 電信工程國立陽明交通大學 電機工程 技能 Coding language Python C/C# SQL Product TDDI IC (touch part) Mobile device Tablet Language Chinese English
Employed
Full-time / Interested in working remotely
4-6 years
國立台灣大學
・
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Within one month
AI/Prompt Engineer @ Empathia.ai
Empathia.ai
・
2022 ~ Present
Professional Background
Current status
Employed
Job Search Progress
Professions
Data Engineer, Python Developer, Machine Learning Engineer
Fields of Employment
Software
Work experience
6-10 years
Management
Skills
Languages
English
・
Intermediate
Job search preferences
Positions
Machine Learning Engineer
Job types
Full-time
Locations
Taipei, 台灣
Remote
Interested in working remotely
Freelance
No
Educations
School
國立台灣大學
Major
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