Projects

Analyze your Runkeeper Fitness Data

Import, clean, and analyze seven years of training data tracked in the runkeeper app using pandas

ASL Recognition with deep learning

Build a convolutional neural network to classify images of letters from American Sign Language

Blood Donation Prediction

Build a binary classifier to predict if a blood donor is likely to donate again

Reducing Traffic Mortality in the USA

How can we find a good strategy for reducing traffic-related deaths

Do Left-handed People Really Die Young?

Using pandas and Bayesian Statistics to see if left-handed people actually die earlier than righties

Predicting Credit Card Approvals

Build a machine learning model to predict if a credit card application will get approved.

Real Time Face Mask Detection System

This project combines the face identification and mask detection techniques

Face With/Without Mask classification using MobileNetV2

Developed a face mask detector using Transfer learning approach for embedded devices

Name Game - Gender Prediction using Sound

Analyze the gender distribution of children's book writers and use sound to match names to gender.

Naive Bees - Deep Learning with Images

Building a deep learning model (CNN) that can automatically detect honey bees and bumble bees in image