Ethan Sim
Hey, I'm Ethan!
Currently serving the nation (`⌂´ゞ
I like football, and I take photos
I'm into data science, cybersecurity, transformers, and natural language processing.
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:
DataCamp
- Generative AI Concepts
- Introduction to Deep Learning with Keras
- Supervised Learning with scikit-learn
- Intermediate Data Visualization with Seaborn