About Me
Hi! I'm Josh Winnes. I'm from the seacoast of New Hampshire but am currently a senior at Wheaton College in Illinois studying Mathematics with a concentration in Statistics. In my free time, I love to do pretty much anything outside. I especially love skiing, spending time at Lake Winnepesaukee in the summer, and exploring NH's White Mountains.
My Resume
My Work
Deepfake (AI) Voice Detection
Binary audio classification using various neural networks architectures to detect whether voice recordings are real human voices or AI generated with 99% accuracy.
- CNN Neural Network
- RNN Neural Network
- Random Forest
- Binary Classification
- Audio Feature Extraction
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Webpage Text Classification
Textual categorical classification on websites using labeled UN SDG data. Neural Network classifier achieved 65% accuracy.
- Natural Languange Processing
- Categorical Classification
- Neural Networks
- Tensorflow and Keras
- Tokenization
Spring Break Ski Trip Visualization and Arterial Oxygen Saturation Analysis
Visualization of GPX and KML skiing data using Folium maps. This data was collected using the Slopes app. We also analyized how Arterial Oxygen Saturation (AOS) changes with elevation and speed.
- Geospatial Visualization
- Staypoint Analysis
- Geopandas
- Folium
- Sci-Kit Mobility
Instacart Item Association Analysis
Association analysis for online shopping using free Instacart data on Kaggle.
- Association Analysis
- HMine Algorithm
- Python
Housing Prices Prediction
Predicting housing prices given various property attributes.
- Machine Learning
- Regression Analysis
- Prediction
Get in Touch
I'm a highly motivated data scientist who is ready to get to work helping you gather data-based insights to boost your productivity! Inquire via email.
joshwinnes@icloud.com