About Me
Hello, I am Lee Yen Foong Ernest, studying Computer Science at Nanyang Technological University. My journey in the world of technology has been an exciting one, and I am filled with enthusiasm and determination to become a Software Engineer in the future.
In the rapidly evolving field of computer science, I see each day as an opportunity to learn and grow. I thrive on challenges that test my problem-solving abilities, and I actively seek out projects and experiences that push me to greater heights. Whether it is diving into a complex coding challenge or exploring innovative technologies, I am always eager to expand my horizons and stay at the forefront of the technological industry.
Beyond the realm of code and algorithms, I lead an active lifestyle. I find immense joy in activities that keep me physically engaged. Running is not just a form of exercise for me; it is a source of inspiration and a way to clear my mind. Additionally, I have a passion for playing floorball.
Experiences
Software Developer Intern
WS AudiologyAug 2024 - Dec 2024
- Developed a Full Stack AI Servicebot Web Application using FastAPI, assisting 200+ Hearing-Aid customers monthly with queries.
- Built a Langchain pipeline leveraging AzureOpenAI and integrated an answer repository in Azure Cosmos DB for Retrieval Augmented Generation, utilizing AI Search to optimise accuracy.
- Deployed application on Azure App Services, reducing ServiceBot response time by ~80%, boosting customer satisfaction by 30%.
Projects
Small Data, Big Impact
This project explores the use of Variational Autoencoders (VAEs) for augmenting small datasets to enhance performance in sentiment classification tasks. It evaluates the effectiveness of VAE-generated data on improving model generalization and accuracy for models like BERT, GPT-2, and LSTM in low-resource settings.
PyTorch
Natural Language Processing
Machine Learning
Train Together
TrainTogether is a full-stack web application that allows people to easy manage and plan their exercise activities, find the nearest exercise and food facility. The app is built using React, a JavaScript library for creating user interfaces. This project is a module taken in NTU: SC2006 Software Engineering.
React
NodeJS
Firebase
RecycleLah
RecycleLah is an eco-friendly waste management app that helps you keep track of your waste. You can earn points for each type of waste you collect. You can also earn badges for your waste collection. Afterwards, you can convert these points to discounts to various purchases including LiHO, FairPrice, and many more!
React Native
ExpressJS
Supabase
Google Maps Api
