Augmenting Low-Activity Activation Domain Sequences Using In Silico Directed Evolution and Machine Learning
A research project focused on enhancing low-activity activation domain sequences through in silico directed evolution and machine learning techniques.
An Exploration of the The Tribes of The Rocky Mountains
A website I built for ESPM50 focused on the tribes of the Rocky Mountains, exploring their history, culture, and impact on the region.
Receipt Parsing With Document Understanding Transformer (DONUT)
A receipt parsing service that utilizes a Document Understanding Transformer (DONUT) model to extract structured information from receipts. Currently in development.
Home Expense Dashboard
A full-stack web application for tracking home expenses, providing insights and visualizations to manage finances effectively with automated debt reconciliation.
Species-Specific Genetic Code Translator
A tool that translates genetic code sequences between different species, accounting for species-specific codon usage and genetic variations.
University Rankings Dashboard
Interactive dashboard visualizing global university rankings with customizable filters and comparison tools.
Tuberculosis Detection
AI-powered system for early detection of tuberculosis from chest X-rays using transfer learning techniques.
Brain Tumor Classification
Deep learning model that classifies brain tumors from MRI scans with high accuracy for early diagnosis.
House Price Prediction
Mathematical model for predicting house prices based on various features using advanced regression techniques.
Embedding Visualization
Browser-based tool for visualizing and analyzing high-dimensional embeddings from large datasets.
Annotator Onboarding Quiz App
A web application for onboarding data annotators with quizzes and progress tracking.
Credit Card Fraud Detection
Machine learning model for detecting fraudulent transactions in credit card data using advanced algorithms.
Heart Attack Prediction
Machine learning model for predicting the risk of heart attacks based on various health metrics.
Ship Detection With Keras
CNN Model for Ship Detection through Satellite Imagery using Keras and TensorFlow.
Neural Style Transfer
Fun project to transfer the style of one image to another using neural networks.
Sentiment Analysis & Text Generation
LSTM RNN for sentiment analysis and text generation
Flower species prediction with DNN
DNN model to predict the species of a flower based on its features.
Cat & Dog Prediction with MobileNetV2
MobileNetV2 model to predict the species of a cat or dog
MNIST Classification with CNN
Convolutional Neural Network to classify handwritten digits from the MNIST dataset.
