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4-6 years
6-10 years
10-15 years
More than 15 years
國立台灣大學
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
國立台灣大學 Bioinformatics research in Prof. Chien- Yu Chen (陳倩瑜)'s lab. Build and maintain the bioinformatics analysis tools on the self-hosted Galaxy platform (https://usegalaxy.org/). Maintain the Bactrocera dorsalis (東方果實蠅) 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
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
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
以及個人的指數投資計畫維運工具 side project ( github.com/hjcian/inertia-web )。 以下是我使用的技術棧： Backend : Go, Python, Node.js, C/C++ Frontend : React.js Database : PostgreSQL, MongoDB, Redis Message Queue : Google Cloud Pub/Sub, RabbitMQ, Mosquitto Object Storage : Google Cloud Storage, MinIO Containerization/Orchestration : Docker, Kubernetes CI/CD : Drone CI, GitLab CI/CD, GitHub Actions, Bitbucket Pipelines, ArgoCD , Spinnaker Observability : Grafana, Prometheus , Jaeger , Loki, Google Cloud Profiler IaC : Terraform Cloud
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
Principal Engineer @Coretronic Corporation, 中強光電2020 ~ 2022
・
Machine Learning Engineer
Within one month
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
智慧共同合作研發。民眾可直接面對著3D機器人智能小安螢幕對話，民眾可諮詢各種旅平險問題。負責其中的後端API開發、資料庫設計、前端API串接。 荔枝好推-LINE官方帳號行銷平台 荔枝好推Lychee ACHO提供最好的工具，協助您經營LINE官方帳號，輕鬆做增
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Unemployed
Full-time / Interested in working remotely
4-6 years
國立台灣大學
・
光電工程學研究所Employed
・
Not open to opportunities
Full-time / Remote Only
6-10 years
國立台灣大學
・
csie
Software Engineer @SHOPLINE 商線科技股份有限公司2021 ~ Present
・
node 工程師
Within one month
of processing million-level data query. Able to communicate effectively with a wide range of people. Self-motivated and able to build maintainable web application. software engineer Taipei，TW [email protected] Skills Programming Language Nodejs: 5years TypeScript: 1 years Ruby: 1.5 year Database Postgresql MongoDB Framework Express GraphQL serverless Rails WebService Lambda SQS CloudWatch alarm Others Git CI & CD script build Docker container Redis Experience SHOPLINE , November 2021 ~ Now Software Engineer Handling Million-level data query familiar with bitbucket pipline Connect third party API, ex: shopback, LINE shopping, LINE PAY Build SQS
Employed
Full-time / Interested in working remotely
4-6 years
國立台灣大學
・
經濟
Co-Founder and COO @Swipe2021 ~ Present
・
Manager
More than one year
and recommendation system. Focused on user retention, activation and related data to plan Q3 product roadmap. Taiwan Country Manager / Toss Lab, Inc. (JANDI), 2015//member global internet startup. The growths of users and revenue are more than 10 times. Analyzed user behavior database and conducted 300+ user interviews, in order to deliver 1-3 year strategic action plan and annual plan. Established the Taiwan Branch as a base for the Southeast Asian market and provided entry strategies. From 2017 to 2019, expanded to Singapore, Hong Kong and Japan, and
Employed
Full-time / Interested in working remotely
6-10 years
國立台灣大學
・
商研所科技管理組
後端工程師 @宇匯知識科技2017 ~ Present
・
後端工程師
Within one month
端工程師, Dec 2017 ~ 現在 Software Engineer - DMP Team • Build Data Manage Platform backend using Python web framework – Rebuild the DMP server platform for better usage for Frontend engineers and Data Scientist. – Design and implement RESTful APIs using Flask framework from scratch. – Design and maintain database with Mysql and SQLAlchemy. – Provide Email and Slack notification using Celery and Redis. – Design and Implement the 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
Full-time / Interested in working remotely
4-6 years
國立台灣大學
・
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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.
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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