I'm Jessie Chin, a Master's student in Information Management at NTU with a background in Psychology and a strong foundation in software engineering, AI, and intelligent systems.

Currently, I'm a Research and Development Intern at Microsoft Taiwan, focusing on AI-powered local search and user behavior analysis. I also have research experience in Human-Computer Interaction, Computer Graphics, and UI/UX Design, supported by academic publications.

I'm passionate about bridging technology and human needs through interdisciplinary approaches. I'm now seeking full-time roles in R&D, AI and Backend, where I can contribute my skills to real-world challenges and make a meaningful impact.

📫 Feel free to reach out via email or connect with me on LinkedIn!

• Master of Business Administration in Management Information Systems, National Taiwan University (2023 - Expected 2025)
  
• Bachelor of Science in Psychology, National Taiwan University (2019 - 2023)

• 📄 AutoSketch: VLM-assisted Style-Aware Vector Sketch Completion

  • arXiv preprint, 2025.
  • Introduces a style-aware vector sketch completion method using vision-language models (VLMs) to preserve and replicate diverse sketch styles through natural language descriptions and executable style adjustment.

• 📄 Palette-Based and Harmony-Guided Colorization for Vector Icons

  • Computer Graphics Forum, Vol. 42, No. 7, (Proceedings of Pacific Graphics 2023 (PG 2023), Daejeon, Korea), 2023.
  • Proposes a palette-based colorization algorithm for vector icons without rasterization, enhancing stylistic control and semantic consistency.

• 🖼️ VisProg Framework Enhancement with LLM Integration
  • Enhanced the VisProg framework by integrating Large Language Models (LLMs) like Llama2 and GPT-3 for advanced computer vision tasks.
  • Implemented novel applications in style transfer, 2D to 3D conversion, super resolution, text to image, and depth estimation, improving adaptability and scalability.
  • Addressed cost efficiency by transitioning to open-source LLMs and innovating with technologies like DFN and CLIP for improved classification accuracy.
• 🛍️ STYLiSH E-commerce Website
  • Developed an e-commerce web application with React and Node.js.
  • Built cloud infrastructure using AWS and Docker, and integrated third-party APIs for enhanced functionality.
• 📈 A Quantitative Trading Platform for Non-Programmers
  • Led a team to design and develop a modular trading platform, winning 🥉 Third Place in the Coding 101 Competition.
  • Responsible for front-end development and front-end/back-end integration.
  • Designed a user-friendly UI for visual strategy building, real-time data analysis, and seamless exchange API integration.
• 🎨 Color Experiment Project
  • Built a 3D interactive plotting tool for color space conversion using Python.

• 📊 Computer Vision Practice with Deep Learning @ NTU CSIE 2023 Spring
  • Projects on Transformer-Based Object Detection, Generic Object Detection, and Data Augmentation.
  • Techniques: DINO framework, DETR models, knowledge distillation, CLIP, RegionCLIP, BLIP2, GLIGEN.
  • Achievements: Improved object detection accuracy, addressed data imbalance, published academic papers.
• 📝 Information Retrieval and Text Mining @ NTUIM 2023 Spring
  • Assignments in Term Extraction, TF-IDF Vectorization, Multinomial Naive Bayes Classifier, and Hierarchical Agglomerative Clustering.
  • Skills: Text processing, cosine similarity calculation, document classification, cluster analysis.
  • Tools: Porter Stemmer, Python, cosine similarity function, custom HEAP for clustering.
• 🖥️ Human Computer Interaction and User Studies @ NTUIM 2023 Spring
  • Developed the "Gift 4 U" cross-platform mobile application.
  • Technologies: React Native, Expo, TypeScript.
  • Features: User Authentication, Search Functionality, Shopping Cart, Profile Management, Gift Games.

• Microsoft Taiwan – Research & Development Intern
  
• OpenHCI 2023 - Technology Minister
  
• AppWorks School Software Engineering Campus Program - Trainee
  
• Create Art Talks & NYCU - Back-end Developer Intern
• Programming Design & Programming for Business Computing in NTUIM - Teaching Assistant
• Database Management in NTUIM - Teaching Assistant
• Interactive Graphics (and Multimedia) Laboratory in NTUIM & NTUCSIE - Research Assistant