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理性細心、熱愛思考、邏輯能力強；樂於學習、擁抱未知、自我要求高。善於解決各種問題，能夠清晰有條理的分析拆解，並同時注意各種細節。主要的研究興趣為人工智慧與機器學習，特別是電腦視覺（Computer Vision）與多模態學習（Multimodality Learning）。

國立臺灣大學 (National Taiwan University)

國立台灣大學（National Taiwan University）

University of Birmingham

M.S. in CSIE at NTU | B.B.A in IM at NTU

陳韋傑

台灣積體電路製造股份有限公司(TSMC)

AI & ML Research Intern

- Automated and improved the regular inspection process, saved at least 1.5 manpower a day with the help of AGV
- Deployed "Automated Anomaly High Temperature Detection" function on internal website for engineers' daily usage
- Conducted detailed experiments and PoC of time series anomaly analysis on collected temperature data (AER)

台灣台南市

- Collaborative program with Ret[AI]ling Data

台灣台北市

工業技術研究院 (工研院，ITRI)

Machine Learning Intern

- Built an end-to-end basketball game analysis system that can identify team and number of players, track movements of players, analyze body postures and team tactics, transform perspective and map it onto a tactical board using machine learning
- Surveyed latest papers and adapted a different framework to resolve id-switching problem in object tracking (BoT-SORT)
- Implemented finest architecture by integrating two models into one and increased performance by 30% (Multi-task SE-ResNet)
- Experimented different image processing methods and increased team classification accuracy by 30% (Densepose)
- Compressed and deployed deep learning models on edge machines (Jetson Nano), increased speed by 300%

聚典資訊 Ret[AI]ling Data

- Tracked global revenue of NTD$15M/month and stabilized cash inflows for the company
- Analyzed and visualized internal data to gain business insights and make informed decisions
- Optimized and accelerated operational processes by 50% using automatic tools in many aspects
- Led a team of 5 interns and interviewed applicants, allocated different jobs properly to achieve monthly target

陳韋傑 的社群動態

陳韋傑的社群動態