Education
Carnegie Mellon University
Master of Software Engineering - Scalable Systems
Pittsburgh, PA
Relevant Coursework: Introduction to Computer Systems, Formal Methods, Quality Assurance, API Design, Design Patterns, Cloud Computing
National Chung Hsing University
Bachelor of Science in Computer Science
Taichung, Taiwan
Relevant Coursework: Algorithms, Introduction to Information Retrieval, Introduction to Reinforcement Learning
Work Experience
Intel
Software Engineer Internship
Taipei, Taiwan
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Developed and maintained the Django Full-stack website for test report visualization
Established a new debug workflow by integrating report system with JIRA
Revitalized and redesigned UI, achieving an impressive user satisfaction rate of over 85%
Expedited bug spotting and fixing process 70% by launching automated validation routine
Increased system utilization 80% by launching time series model to REST API platform built with FastAPI
Boosted model accuracy 12% by implementing data validation on data pipeline with Pydantic
Natural Language Processing Lab, NCHU
Research Assistant
Taichung, Taiwan
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Designed and maintained secure, scalable ML experiment environments across 20+ on-premise servers
Researched Question Generation Quality Enhancement based on BART, awarded Honorable Mention among 40+ contestants
Skills
Ansible Apache AWS Bash BeautifulSoup Bootstrap C C++ Caddy CSS Django Docker FastAPI Flask Git GitHub Actions GitHub Flow GNU Make Google Cloud Heroku HTML HuggingFace Java JavaScript jQuery Linux Makefile Netlify Next.js MySQL Netlify Nginx PostgreSQL Python PyTorch PyTorch Lightning Ruby on Rails React Redis Requests Ruby Scrapy Shell Tailwind CSS Terraform Traefik Transformers TypeScript Unix VercelProgramming Languages
Python, C/C++, Java, JavaScript/TypeScript, Shell/Bash
Frameworks
Flask, Django, FastAPI, PyTorch, HuggingFace, React, Next.js
Miscellaneous
Linux/Unix, Git, Docker, Ansible, Terraform, Google Cloud, AWS, Vercel
Projects
Constructed an automated YouTube subscription platform with Flask, PostgreSQL, and Docker
Filtered favorite videos from 600+ new videos across 250 channels per day
Initiated NCHU NLP Lab API, a unified platform for research demonstration at NCHU NLP Lab with FastAPI
Upgraded a Question Generation web system with React and BART model and achieved over 80% reduction in instructors’ workload
tw-invoice + K
Created and Engineered an SDK for exchanging data with Taiwan MoF e-Invoice platform, accelerated application development by incorporating built-in data-validating features
Architected a spending tracking system to gather 300+ e-invoice data with the SDK
Community Experience
Event Staff, PyConDE & PyData Berlin - Berlin, Germany
Chaired and regulated rooms through 5 days annual Python community event
Head of Event Planning, YZU CI Orientation Camp - Taoyuan, Taiwan
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Led an event planning team of 26 to deliver a 5-day event with 13 activities and over 300+ attendees
Head of Event Planning, AHSNCCU Pop Music Club - Taipei, Taiwan
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Led a team of 5 to deliver a joint public presentation with three other clubs, attracting 1000+ audiences