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Research / Academic Projects

Analyzing Generative Image Models via Feature Maps and Embedding Spaces

Research study comparing how CNNs and Vision Transformers represent GAN and diffusion-generated images.

CNNNumPyPythonPyTorch

AI / Machine Learning

Open Set Recognition for Out-of-Distribution Detection

This repository implements a simple Open Set Recognition (OSR) pipeline. The project was originally developed in a Jupyter notebook and is now refactored into a python package for

NumPyPythonPyTorchscikit-learn

Other

LiamPTLandingPage

a landing page for liam pituach

CSSHTMLJavaScript

AI / Machine Learning

PragmaticQA: Cooperative Question Answering with LLMs

LLM-based system that generates context-aware, cooperative answers by reasoning about user intent and conversation history.

Full Stack

Goodi-Got – Social Commerce Platform for Group Buying

A platform that enables users to discover products, organize group purchases, and collaborate with others to get better deals.

Node.jsSupabaseTailwindCSSTypeScript

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