Data Scientist at Graphen with expertise in artificial intelligence and statistical analysis. I specialize in building advanced anomaly detection systems and developing digital human solutions that integrate large language models and speech recognition, enabling sophisticated human-computer interactions.Feel free to connect: boruyangtw@gmail.com
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Ai EngineerSplashtop Inc.Taiwan -
Data ScientistGraphen Jul 2022 - Present台灣 臺北市Provide AI solutions for financial industry / Develop AI-powered digital human solutions· Build a knowledge graph from financial reports to indicate supply chain, competitors and other financial information of listed companies, helping banking industry form better investment strategies.· Build an explainable AI-based anti-money laundering system to reduce 90% false positive rate comparing to the existing system, increasing the efficiency of money laundering investigations.· Develop RAG-based chatbot based on private data from hospital, integrating automatic speech recognition and text-to-speech to provide health care education for patients and their family.· Develop a framework for digital human solution to easily integrate with LLM agent, ASR, TTS, computer vision and digital human function on edge device.· Participate in and support startup exhibitions in Taiwan, Japan and Singapore to showcase the diverse application of AI-powered digital human. -
Teaching AssistantNational Taiwan University Oct 2021 - Jun 20222022/02 - 2022/06Teaching Assistant of Data Analytics @Institute of Industrial Engineering2021/10 - 2022/01Teaching Assistant of Time Series Analytics @Institute of Industrial Engineering· Offer office hour to help class members with their homework and projects. -
Industry-Academia Cooperation友達光電 Jul 2021 - Apr 2022Develop algorithms to reduce cost in panel manufacturing process and quality monitoring· Achieve on average 12% difference between recall rate and test rate to reduce the cost of aging test by the model developed for panel fault detection.· Reduce the cost of rebuilding the fault detection model by developing an online learning model, which is capable of handling changing data distribution. -
Ai Project InternCaloudi Jul 2021 - Dec 2021Develop algorithms to build new AI-based cloud products· Apply state-of-the-art statistical model and develop novel deep learning model structure to perform multi-step forecasts.· Design an interactive dashboard to visualize historical cloud usage and usage forecasts, andrecommend enterprises the best cloud service planning. -
Teaching AssistantNational Taiwan University Feb 2021 - Jun 2021Teaching Assistant of Statistics @Department of Social Work· Instruct basic operation, statistical methods and data analytics/visualization with R. -
Research AssistantNational Taiwan University Jul 2019 - Dec 2020Research Assistant @Department of Finance· Perform web scraping and build ETL pipelines to provide analytics-ready data.· Build/Maintain PEPs (Politically Exposed Persons) and accounting databases.
Bo-Ru (Luke) Yang Education Details
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Statistics -
Sociology
Frequently Asked Questions about Bo-Ru (Luke) Yang
What company does Bo-Ru (Luke) Yang work for?
Bo-Ru (Luke) Yang works for Splashtop Inc.
What is Bo-Ru (Luke) Yang's role at the current company?
Bo-Ru (Luke) Yang's current role is AI Engineer.
What schools did Bo-Ru (Luke) Yang attend?
Bo-Ru (Luke) Yang attended National Taiwan University, National Taiwan University.
Who are Bo-Ru (Luke) Yang's colleagues?
Bo-Ru (Luke) Yang's colleagues are Vinny Chiang, Oskar G., Charles Dorange, Ha Hui, Yoshiaki Mizuno, Gina Liu, Clint M..
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