Ya-Lun Li Email and Phone Number

IPC related software development

Responsible for operating a small company, and taking on government contract to maintain a software system, including user interface, database management, and ensure the system comply with government's information security policy.2022:• 司法院所屬機關111年度新版量刑資訊系統軟體維護採購案https://web.pcc.gov.tw/tps/atm/AtmAwardWithoutSso/QueryAtmAwardDetail?pkAtmMain=NzAwOTI3MTY=2023:• 司法院112年度評價型AI輔助量刑資訊系統維護採購案https://web.pcc.gov.tw/tps/atm/AtmAwardWithoutSso/QueryAtmAwardDetail?pkAtmMain=NzAzNDg2NzI=

2021-2022:NTHU Humanity AI text annotation platform 國立清華大學人社AI文字標註平台• Develop a text annotation platform for NTHU Center for Application and Development of AI in Humanity and Social Science.• Responsible for initiate project, communicating with the domain expert, website frontend and backend, ...etc.DEMO: https://hssai-textlabeling.ctc.nthu.edu.tw/Introduction: https://nthuhssai.site.nthu.edu.tw/p/404-1535-243559.php2023:Publications:[1] 全球去美元化、「本幣結算」趨勢下，區塊鏈有望重回國際支付場景https://www.thenewslens.com/article/184189[2] AI會不會有被壟斷的一天？首先，你得知道訓練ChatGPT和訓練鸚鵡有何相似之處https://www.thenewslens.com/article/1835002024:Thesis Proposal: AspirinSum: an Aspect-based utility-preserved de-identification Summarization framework (draft)https://arxiv.org/abs/2406.13947IDEA Labhttp://idea.cs.nthu.edu.tw/people.html

2018-2019:Parental right prediction system 親權預測系統• Develop a legal judgement outcome prediction system, which solely based on natural language input through deep learning models. • Responsible for initiate project, communicating with the domain expert, data cleaning, model building, website frontend and backend, ...etc.• Writing a patent for our newly invented machine learning training and data augmentation process.DEMO: https://hssai-custodiai.phys.nthu.edu.tw/Intorduction:https://nthuhssai.site.nthu.edu.tw/p/404-1535-243328.phpNews: [1] http://www.taipeitimes.com/News/taiwan/archives/2019/09/21/2003722662[2] https://www.nthu.edu.tw/hotNews/content/936[3] https://news.ltn.com.tw/news/life/breakingnews/2921340Patents:TWI798513US11461558B2CN113010667A2019-2021:Judicial Yuan New sentencing information system 司法院新版量刑資訊系統• Develop a sentencing information retrieval system for Judicial Yuan.• Responsible for initiate project, communicating with the domain expert, website frontend and backend, ...etc.News: [1] https://www.themislaw.tw/gogofinderReader/index.php?bid=92&p=8#page/8[2] https://www.judicial.gov.tw/tw/cp-1887-806741-d6471-1.html[3] http://www.phys.nthu.edu.tw/~aicmt/Sentencing%20Information%20System%20Project.htmlAIFR Labhttp://www.phys.nthu.edu.tw/~aicmt/members.html

• Cooperating with Chinese magazine "天下雜誌" to create a Chinese article auto-tagging system through multiple NLP techniques which like Word2Vec, TF-IDF, ...etc.• Using Machine Learning techniques to solve problems, which like: finance fraud detection (using Xgboost), 15-classes image classification (using U-net)....etc.• Data analysis with R and Python, building Machine Learning/Deep Learning models for various problems with Tensorflow/Keras.

• Experienced Project: Marvell SoC (ARM Cortex-R5), Microsemi SoC (Tensilica Xtensa LX4).• Deploying development environment to the whole project team by Docker and establishing CI (Continuous Integration) pipeline by Jenkins to automate firmware build and test flow.• Familiar with NAND flash control flow, NVMe command process, GC(Garbage Collection), FTL(Flash Translation Layer), wear-leveling algorithm.

• Experienced project: Toshiba laptop OEM, Medion laptop ODM, Huawei laptop OEM.• Cooperating with Intel's engineer to solve the customer-reported issue.• Tracing and debugging with HW/SW issue from the high level (C) and low level (assembly) language aspect.• Familiar with UEFI BIOS framework.• Familiar with computer architecture and peripherals: CPU, memory, IO register, PCI/PCIe spec, SATA, USB, GPIO, UART, I2C, ...etc.• Familiar with system bring-up flow: setting interrupt vector table, initialize memory, initialize C stack, ...etc.• Familiar with ACPI (Advanced Configuration and Power Interface) spec and ASL language, debug and control device power saving function.

• Experienced projects: Bullet physics engine, NVIDIA PhysX engine, Unity game engine.• Replaced Unity's built-in NVIDIA PhysX with Bullet physics engine that contains the customized collision detection algorithm.• Created a multi-player server-client connected 3D game scene by Unity and deal with network latency and inconsistency.• Go through a completed cycle of Scrum the agile software development process.