Ethan Sim

Projects

I've worked on the following projects:

• Classification Model for prediction of Credit Card Defaulters
• Regressive Model for prediction of House Pricing
• Time Series Model for prediction of Energy Consumption
• Unsupervised Learning for Customer Segmentation
• Transformer-based Model for generation of JavaScript Code Snippets
• Convolutional Neural Network for classification of Vegetable Images
• Recurrent Neural Network with LSTM, GRU for prediction of next word
• DQN/DDPG/PPO for OpenAI Gym Environments (Pendulum)
• Novel GAN Architectures for Image Generation on CIFAR10 (Proposed WDCGAN-ALP (Wasserstein Deep Convolutional GAN with Adversarial Lipschitz Penalty))

Education

Incoming NUS CS! Ex-Cybersecurity Engineer Intern in the Cybersecurity Group at GovTech. Also ex-student at Singapore Polytechnic, where I pursued a Diploma in Applied AI & Analytics, with a cGPA of 3.98/4.0.

You can find me on my socials.

Accodales

• AY22/23 School of Computing Director's Honour Roll
• AY23/24 School of Computing Director's Honour Roll
• 2nd place w/ $5000 cash prize, IMDA Solid Pods Hackathon 2024
• Honourable mention, GeeksHacking HackOMania 2025
• NCS Prize ($200) & Diploma with Merit

Certifications

Here are some courses I've completed:

Google

• Professional Machine Learning Engineer Certification

DataCamp

• Generative AI Concepts
• Introduction to Deep Learning with Keras
• Supervised Learning with scikit-learn
• Intermediate Data Visualization with Seaborn

Socials

• LinkedIn
• GitHub
• Email ethansim123[at]gmail[dot]com

Travels