Projects

Building LLM Clinical Data Analytics Pipelines with AWS Bedrock

Leveraging LLMs like Claude and Gemma for clinical data analysis

LLM Healthcare Data Analysis

Interactive LLM Clinical Data Analysis

From Heart Beats to Algorithms With ECG Data

Looking at cardiac data processing, feature extraction, and analysis in Python

Why Does My LLM Have A Temperature?

Understanding the temperature parameter in LLMs

A Brief Guide to Vector Norms in Machine Learning

Understanding the basic application of norms in machine learning with Python examples

Interactive Neuromodulation Landscape

Exploring the hierarchy with different types of neuromodulation

LLM chatbot with models from Meta, Google, and Mistral AI

Interactive LLM chatbot with multiple models like Llama, Gemma, Mistral, and Zephyr

Large Language Models - Chatting with AI Chatbots from Google, Mistral AI, and Hugging Face

Using Streamlit and Hugging Face to chat with Gemma, Mistral, and Zephyr

Facial Recognition with Principal Component Analysis

Using PCA to identify famous faces (Eigen Face)

Image Recognition & Classification with ResNet50

Using the ResNet50 model to classify images

Image Recognition & Classification with VGG16

Using the VGG16 model to classify images

Digit Recognition with MLP from Scratch

Using a MLP to classify digits