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Click here or scroll down to respond to this candidateCandidate's Name
PHONE NUMBER AVAILABLE # EMAIL AVAILABLE Candidate's Name Personal Website EducationUniversity of Massachusetts Amherst Sept. Street Address Expected May 2025 M.S in Computer Science; GPA: 3.9/4.0 Amherst, MA Courses: Theory and Practice of Software Engineering, Advanced Algorithm, Computer & Network Security, Reinforcement Learning, Game ProgrammingNational Chung Cheng University (CCU) Sept. Street Address Jan. 2022 B.S in Computer Science and Information Engineering; GPA: 3.8/4.0 Chiayi, Taiwan Two times Academic Presidential Awards (Top 5% students of the year), Undergraduate Research Fellowship Courses: Objected-Oriented Programming, Operating System, Data Structure, Algorithms, Machine Learning SkillsProgramming Languages: Python, JavaScript/TypeScript, HTML/CSS, SQL, Java, C/C++, C#, R, MATLAB Tools/Frameworks: Git, Numpy, Pandas, Matplotlib, Scikit-Learn, TensorFlow, Docker, Shell Script, Keras, PyTorch Work ExperienceRescue Lab Umass Amherst Feb. 2024 PresentSoftware Engineer Intern Amherst, MA Integrated computer vision models with Nest.js-based backend of microservices application to pinpoint tattoos potentially linked to criminal affiliations. Developed new REST API endpoint to trigger machine learning models, handling data processing and result delivery. Built interactive frontend components through HTML, CSS, TypeScript, and Node.js to run models and display the results in user-friendly manner. Boosted efficiency by organizing services with Docker, making it easy to deploy and scale them smoothly. Institute of Information Science, Academia Sinica Feb. 2022 July. 2023 Data Engineer/Research Assistant Taipei, Taiwan Enhanced cancer detection by 5% across 49k+ sequences in 4 species by improving deep learning algorithm for eccDNA. Reduced processing time by 84% for 14+ TB of sequence data through streamlining eccDNA detection pipeline using data cleaning, parallel processing, and batch scheduling techniques. Pioneered the development of Python tool for efficient detection of eccDNAs in single-cell sequencing data. Developed the first PostgreSQL database compiling eccDNAs from 1.4k+ Taiwanese individuals through collaboration with biotech team. Collaborated with cross-functional team of engineers and biologists to explore the relationship between eccDNAs and flu/PM2.5 across over 74k+ cells using single-cell multimodal sequencing data by leveraging data science techniques including regression analysis and hypothesis testing. National Chung Cheng University Sep. 2019 June 2020 Teaching Assistant Chiayi, Taiwan Provided guidance to 40+ Program Design students on weekly assignments, resulting in positive feedback from students regarding the effectiveness of the advice. Created interactive web pages to aid instructors in visually representing key concepts for weekly assignments. ProjectsDream Singer: A Web Platform for AI Song Cover JavaScript, Django, REST API Mar. 2024 Present Developed full-stack features for unique music system such as user registration, profile management, media uploads/downloads, and historical record access. Implemented backend services and deployed deep learning model for generating song covers using Django. Achieved seamless integration of backend and frontend via REST API, ensuring a smooth user experience from profile creation to song download.Real-Time Product Information App in Mixed Reality Python, YOLOv5, Unity Feb. 2021 Dec. 2021 Led team to design real-time product recognition system using Unity for mixed reality application. Improved YOLOv5 model and reached mean Average Precision score above 99% on 8k+ product images. Won Undergraduate Research Fellowship for excellent students awarded based on written research proposals. Memory Management in the Linux System Linux, Bash, C June 2021 Implemented First-In-First-Out (FIFO) page replacement algorithm within Linux environment. Achieved comprehensive grasp of FIFO page replacement policy implementation, discerning nuances between page faults and replacements through practical experimentation and analysis. |
