SAM LEE

My Projects

DermaMNIST Image Classification

CNN architecture

A multi-class medical image classification system using MLP and CNN architectures in PyTorch with weighted loss and early stopping.

Python PyTorch Deep Learning

DKVS

DKVS architecture

A distributed key-value store in C with SHA-1 based consistent hashing, quorum-based read/write consistency, UDP networking, and a multithreaded server architecture.

C Distributed Systems Networking

Goyangyi

Goyangyi bot discord screenshot

Learn Korean with a helpful Discord bot used by over 2,000 users worldwide.

Node.js Discord.js JavaScript

Apertutus 🏅 3rd place

Part of paper under review Data Augmentation Process Pipeline Overview

A multilingual AI safety testing system that tests LLM jailbreak resistance across 16 languages using multi-turn prompts and StrongReject metric.

Python Next.js

Peekcode

Peekcode screenshot

A simple website where you can log your coding tests and notes.

Node.js Express MongoDB React

94%

94 percent screenshot

Can you guess the most popular answers?

C# ASP.NET EF Core React

TalkTalk

TalkTalk dashboard image TalkTalk dashboard image TalkTalk dashboard image

A weekly student update system and a dashboard to streamline student management and communication.

Node.js Express.js EJS

Tickly

Tickly app screenshots

A smart time management app with energy-based planning and personalized scheduling suggestions.

iOS Swift Core Data

A Game of Life

A game of life screenshot

A simple implementation of Conway's Game of Life using RISC-V Assembly.

Verilog Assembly