GeezerVison is showing github.com — 0717CCC - Overview
ML Researcher moving into the world of Computer Systems. I'm especially focusing on system optimization and scalable architectures.
Hi there 👋 I'm Chih-Chuan Cheng
Machine Learning Researcher with a background in Data Science and Engineering. Currently specializing in High-Performance Computing (HPC), with a specific interest in scalable AI solutions. and large-scale system performance.
🏆 Academic & Professional Highlights
- HPC Scholar at Chalmers University of Technology.
- M.Sc. in Data Science & Engineering from NYCU.
- Research Assistant & Teaching Assistant at NYCU.
- 3rd Place, 2024 TSMC Smart Manufacturing Workshop.
- Outstanding Intern Award, Garmin (2022).
- Honorable Mention, 2022 National Industrial Engineering and Management Competition.
- Honorable Mention, 2022 NYCU 2nd Sustainable Development Goals Student Research Poster.
🛠️ My Toolbox
- Languages: Python and C++.
- Interests: Deep Learning, Operating Systems, and Distributed Computing.
- Productivity: Obsidian and Notion.
Popular repositories
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Data Science Project ( DSP ) : Develop a model to predict sepsis at an early stage, before clinical diagnosis. ( Early Prediction of Sepsis )
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Config files for my GitHub profile.
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XDEAT: Cross-Dimensional and Cross-Encoding Attention with Target-aware Conditioning in Tabular Learning
Python
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SG-XDEAT: Sparsity-Guided Cross-Dimensional and Cross-Encoding Attention with Target-Aware Conditioning in Tabular Learning
Python
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Admission essay on scaling agile software development in large organizations (TUM M.Sc. Information Systems).
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Sharing Bicycle Redistribution Routing Problem Integrating Station Demand Forecasting Using Deep Learning
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