This repository contains a collection of some of my projects completed during graduate studies in Computer Science at North Carolina State University.
| Project | Domain | Stack | Features |
|---|---|---|---|
transformer-language-model |
Natural Language Processing | PyTorch, BPE, uv | Autoregressive Transformer. Implements GQA, RoPE, RMSNorm, and greedy text generation. |
neighborhood-pool |
Web App | React 18, Leaflet, Vitest | "Pooled Doordash for the neighbourhood". Location-based order pooling and route optimization. |
audio-classification-mlp |
Audio Signal Processing | PyTorch, Librosa | Audio speech classification via Multi-Layer Perceptrons and Convolutional Neural Networks. |
deep-compression |
Efficient Deep Learning | PyTorch, NumPy | Model optimization on VGG-16 using pruning, weight quantization, and Huffman encoding. |
cifar10-classification |
Computer Vision | PyTorch, Jupyter | LeNet-5 and VGG convolutional architectures for CIFAR-10 image classification. |
rag-usecase-generator |
LLMs & Vector Search | FAISS, Ollama, PyPDF2 | Retrieval-Augmented Generation pipeline for generating systems engineering use cases. |