Software Engineer
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A little something about me
Hi, I am Kurt Lee and I am a software engineer. I am a Computer Science and Mathematics undergraduate at the National University of Singapore (NUS). I have a strong background in full-stack development and am always looking to expand my knowledge and skill set. I am currently looking to collaborate on AL/ML projects to grow my AL/ML competencies.
See my education coursework here
My favourite langauges and frameworks are
NextJs, Tailwindcss, Typescript, Go, Python, C++, MySql, Vercel
Software Engineer Intern
GovTech
May 2024 - Present
- Software Engineer on the Transcribe team.
Frontend Engineer
NUS Google Developer Student Club
Aug 2023 - Present
- Developed a web application, using NextJs and TailwindCss, with a team of 8 developers, for an NGO to manage members and staff.
- Created components to allow staff to manage volunteers and automate data entry tasks, improving workflow productivity by 50%.
- Improved development productivity by modelling application using UML diagrams and designing reusable components.
NLP Research Intern
DSO National Laboratories
May 2023 - Jul 2023
- Developed a question-answering pipeline, leveraging HuggingFace and OpenAI APIs, for large language models.
- Performed data crawling, cleaning, and processing, on over 1000 web pages, with Selenium and BeautifulSoup.
- Leveraged open-source repositories and literature to design, implement and evaluate large language models.
- Executed extensive literature review on state-of-the-art large language models and evaluation methods.
Lead Tech-Advisory Associate
Bridges for Enterprise
Oct 2022 - Jul 2023
- Led a team of 5 developers in building a data analytics platform for sustainable farming, for a startup in Rwanda.
- Architected code components and relational data models with UML and ER diagrams.
- Organized weekly sprints and conducted code reviews with the team to improve code quality and fix issues.
- Designed and developed a web application, using Django and MySQL, to parse and analyze farm and sensor data.
Data Analyst Intern
DSO National Laboratories
Jan 2022 - Jul 2022
- Developed a Python application to automated 80% of data cleaning and preparation, streamlining the data collection processes.
- Integrated Python application with PowerBI to conduct data analytics and investigate critical behaviors of the system.
- Simulated 5 years of data for testing and proof-of-concept demonstration purposes.
An open-source AI chatbot app that utilises RAG to provide accurate recommendations for government business support schemes, to help small and medium size businesses grow.
FlashGPT is your flashcard writing buddy, capable of generating flashcards straight from your lecture notes and slides. With the power of GPT-4, FlashGPT generates flashcards in an instant, so that you cut the crap and can go straight into revision.
BoulderView is a social media app designed to allow climbers to connect and make friends in the bouldering community. BoulderView is designed to motivate climbers to grow together through sharing videos and tracking climbs. BoulderView has attained an Orbital achievement of Apollo-11.
FumbleLog is a productivity desktop application built to for NUS Computing students to help you manage contacts and track events. It is designed to be an easy-to-use, one-stop platform for all your scheduling needs.
noSweatMan is a one-stop mobile application that aims to make training for IPPT training and dealing with admin matters more convenient for NSMen and NSFs.
FilmStop is a web forum for photographers to share photos to the world, connect with their photographers, get feedback on their work and network.
NUShopify is designed to be a marketplace for NUS students to sell and buy 2nd-hand items. As part of Hack and Roll, this project was built within 24 hours and was a great learning experience.
Contact me
Lets get in touch!
kurtyjlee.work@gmail.com