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This project demonstrates how to implement a GPT-like chatbot from the ground up, featuring a custom tokenizer, decoder-only transformer training, and efficient fine-tuning with QLoRA—all built in …

Anime-themed Discord bot with modular commands for fun interactions like hug, bonk, and 8-ball.

SkinGenBench: Generative Model and Preprocessing Effects for Synthetic Dermoscopic Augmentation in Melanoma Diagnosis

A data science project modeling socioeconomic, demographic, and health predictors of global life expectancy using statistical analysis and interpretable ML. Includes EDA, multicollinearity checks, …

PyTorch image classification on ImageNet/CIFAR-100. Supports ResNet, VGG, ViT, EfficientNet, ConvNeXt, & more. Includes Grad-CAM.

Python script to simulate mouse movement and prevent session from disconnecting due to inactivity during long training runs.

Educational, from-scratch implementation of a LLaMA-style LLM using PyTorch to explore Transformer architecture fundamentals.

An efficient command-line tool to intelligently select a representative subset from a large image dataset using CLIP and K-Means clustering.

A machine learning project aimed at predicting student performance using various ML algorithms. Features data preprocessing, model training, and evaluation. Ideal for educational data analysis and …