Chien-Yun Cheng (Kristine Cheng)
Email: kristine72576@gmail.com

Through my undergraduate study, I specialized in software engineering, focusing on backend development and software/interface design. My current master's degree in computer science further deepened my expertise in Machine Learning and Data Visualization.

**EDUCATION**
University of Illinois at Urbana-Champaign
Master of Computer Science (Current)

University of California, Irvine
Bachelor of Software Engineering (June 2022)

**WORK EXPERIENCE**
**Tunlit International Co. Ltd, Taipei, Taiwan**
Software Engineering Winter Intern (Oct 2020 - Dec 2020)
- Enhanced company data consolidation and collection efficiency by 2%.
- Optimized database construction for the ERP System and incorporated datasets from CSV files.
- Conducted testing of the ERP System using company historical data.

**Shin Kong Bank, Taipei, Taiwan**
Data Analysis Summer Intern (July 2020 - Sep 2020)
- Improved error detection accuracy by 3% for the Handwriting OCR Program.
- Utilized SQL to implement datasets for testing the Handwriting OCR Program.
- Developed a testing plan for Connectionist Temporal Classification.

**PROJECTS**
**Keyword Exploration Website** | Python, MySQL, MongoDB, Neo4j, Git (May 2024 - June 2024)
- End-to-end application presented through a dashboard interface as a website to monitor data.
- Embedded usage of relational (MySQL), document (MongoDB), and graph (Neo4j) databases.
- Allowed user inputs for updating frontend widgets to manipulate/monitor data based on backend databases.

**Clinical Outcome Predictions Reproducibility** | Python (Jan 2024 - May 2024)
- Reproduced CNN and GRU architectures to improve performance on clinical data.
- Compared performance of convolution-based GRU multimodal architecture with baseline GRU.
- Utilized three embedding models (word2vec, fasttext, and combination) for clinical task predictions.

**Real-Time Weather & Map Application** | Java, XML, Git, Android Studio (Sep 2023 - Dec 2023)
- Integrated APIs to retrieve real-time weather information and enable map interaction for selected locations.
- Facilitated customization options including theme selection, background color adjustment, and night mode.
- Utilized Android Test for validation and verification purposes.

**Marine Mammal Mania** | Game Development, Java, Android Studio, Figma (Jan 2022 - June 2022)
- Game featuring five levels of varying difficulties, launched on iOS and Android platforms using libGDX.
- Game progression by maneuvering marine mammals, evading obstacles, and gaining knowledge through animated info.
- Designed characters and backgrounds using Figma and Sprint animation techniques.

**eCommerce Website** | Website Design, JavaScript, REST, MySQL, React (May 2022 - June 2022)
- Developed a fully functional online retail store application using Java Servlets, JSP, and MySQL.
- Supported features for user authentication, product browsing, shopping cart management, and inventory control.
- Applied interactive design principles using React and JavaScript for advanced user experience.

**TECHNICAL SKILLS**
Java, Python, C++, C, MySQL, Neo4j, MongoDB, Git, Android Studio, QT, MIPS

**PERSONAL LINKS**
GitHub: https://github.com/kristinecheng
Portfolio: https://www.cakeresume.com/me/kristine-cheng/portfolios

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