Artificial Intelligence & Machine Learning
Privacy Label Analysis
Extraction, analysis, and evaluation of mobile app privacy labels using NLP techniques to ensure policy compliance.
ViT on CIFAR-10
Implementation and experimental analysis of Vision Transformers applied to the CIFAR-10 image dataset.
ODE StyleGAN
Explorations integrating Ordinary Differential Equations (ODEs) with StyleGAN generative architectures.
LSTM Novel Generation
Natural language generation model leveraging Long Short-Term Memory networks to generate novel-style text.
DBNet Text Detection
Implementation of DBNet for real-time scene text detection utilizing differentiable binarization.
Deep Learning Foundations
Comprehensive implementations of fundamental deep learning architectures from scratch and via PyTorch.
Systems & High-Performance Computing
Course Selection System
A full-stack backend designed to safely handle high-concurrency university course registration and transactions.
DBMS vs. File System
Empirical comparative study of I/O performance between modern Relational Databases and direct File System access.
Fast Matrix Multiplication
High-performance implementations utilizing Strassen's algorithm, cache optimization, and SIMD instructions.
Fast CNN Optimization
Optimizing Convolutional Neural Network inference speed and memory efficiency from the ground up.
WebSocket & HTTP Server
From-scratch implementation of an HTTP web server with standard WebSocket protocol support.
Algorithms & Heuristics
Reversed Reversi AI
An intelligent agent utilizing Minimax and Alpha-Beta Pruning to play the inverted game of Reversed Reversi.
CARP Genetic Algorithm
Solving the N-hard Capacitated Arc Routing Problem (CARP) using specialized memetic and genetic algorithms.
Matrix Algorithms
Implementations and complexity analysis of standard and block-based matrix multiplication algorithms.
Linear Recurrence Solver
Efficient algorithms to solve linear recurrence relations using matrix exponentiation methods.
Applied Engineering
Bitcoin Trading Strategy
Quantitative trading strategy simulation and backtesting for Bitcoin using historical market data.
Automatic Seller Bot
Automated trading and item-selling bot designed to interact securely with market APIs.
CS History Intro
An interactive introductory project chronicling the foundational history of computer science.