宋浩茹 Hao-Ru Sung| [email protected] | LinkedIn | GitHub A s a Research Assistant at Academia Sinica , specializing in Generative AI research and application. With 3 + years of experience in NLP a nd Machine Learning , along with 4+ years in Backend Development . Proficient at translating complex theories into practical applications. Skills Languages: Python, R, SQL, MATLAB, C, C#, JavaScript, Node.js Software & Tools: PyTorch, PyTorch Lightning, Tensorflow, Scikit-Learn, NLTK , GCP, Linux, SQL / NoSQ , Pandas, Hugging Face, Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow
mobile app to receive data from various wearable devices via blue-tooth connection for monitoring user's health condition by DL models. AI Algorithm Development Engineer • Skyline Taiwan AugMayUsed MCTS and other ML techniques to build bots for card games. - Built an automated logs processing procedure to find cheating players. (Python/Tensorflow & Pytorch, Scala, Java) - Used Telegram chatbot with NLP to deal with routine work in enterprise like meeting room arrangement, attendance management, etc. (Google Dialogflow, Python/Django) Research and Development Substitute Services • National Chung-Shan Institute of Science & Technology AugAugAnalyze...
Ko-Wei Chuang Machine Learning Engineer Taipei City, Taiwan I have over 10 years of working as an engineer and programmer. the summary of my working experience about below: I. 3 years iOS/Android App development II. 6 years for server/ backend /service design III. 10 years client-site development IV. 2 years Machine learning/Deep learning Work Experience Machine Learning Engineer • Revovision Ltd JulyPresent 1. use machine learning model to solve the internal requirements. 2. research deep learning and top pre-training models to help the company
Lead Data Scientist / Senior Data Scientist @Vinnovation Network 維諾森資訊科技
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2022 ~ 2023
資料科學家、資料科學工程師、機器學習工程師
Within one month
Shih-Wen Tsou - With more than 5 years of experience in Data Analysis, Machine Learning and Deep Learning, familiar with Modeling, Data Analysis, Image Processing, Machine Learning, and Deep Learning. Taipei City, Taiwan WORK EXPERIENCE Lead Data Scientist / Full Stack Data Scientist, Vinnovation Network, Taipei, Taiwan Data Engineering / Data Analysis Spearheaded the development of a fully automated data integration pipeline that aggregated diverse data sets into a S3 Data Lake. Successfully integrated a range of data sources, including real-time data feeds from AWS Redshift and DocumentDB, as well as batch processes to import traditional CSV
aspect in clinical applications. I proactively organized a regular research study group with other lab members to progress our research . Participating in research projects : a comprehensive description is in "Project Experiences". Skills : Database buildup (SQL), Data Engineering (NumPy, SciPy, Pandas), M achine Learning (Scikit learn), Deep Learning (PyTorch, PyTorch lightning), C/C++ Biosignal Algorithm Engineer Rooti Labs Ltd. • AugustJuly 2020 Supervisor : Michael Li 黎克邁 (CEO, Rooti Labs Ltd.) The primary developer of the processing and interpretation algorithm for long-term ECG recordings. The developed algorithm significantly enhanced the arrhythmia
I have over 10 years of working as an engineer and programmer. the summary of my working experience about below: I. 3 years iOS/Android App development II. 6 years for server/backend/service design III. 10 years client-site development IV. 2 years Machine learning/Deep learning
Work Experience
Machine Learning Engineer • Revovision Ltd
July 2019 - Present
1. use machine learning model to solve the internal requirements.
2. research deep learning and top pre-training models to help the company's work.
3. build up web service for internal requirements.
Leader of Development Team • Revovision Ltd
June 2015 - March 2018
1. Perform system planning and coordinate the work progress of team members.
2. Code review and define code style.
3. System design and cross-department integration and communication.
Software Programmer • TDI Ltd
December 2013 - April 2015
1. Develop Mobile Applications with Android/iOS
2. Maintain Backend-site Web services
3. Integrating payment service providers, telecommunication companies, and push notification protocols.
I have over 10 years of working as an engineer and programmer. the summary of my working experience about below: I. 3 years iOS/Android App development II. 6 years for server/backend/service design III. 10 years client-site development IV. 2 years Machine learning/Deep learning
Work Experience
Machine Learning Engineer • Revovision Ltd
July 2019 - Present
1. use machine learning model to solve the internal requirements.
2. research deep learning and top pre-training models to help the company's work.
3. build up web service for internal requirements.
Leader of Development Team • Revovision Ltd
June 2015 - March 2018
1. Perform system planning and coordinate the work progress of team members.
2. Code review and define code style.
3. System design and cross-department integration and communication.
Software Programmer • TDI Ltd
December 2013 - April 2015
1. Develop Mobile Applications with Android/iOS
2. Maintain Backend-site Web services
3. Integrating payment service providers, telecommunication companies, and push notification protocols.