Calvin Green's Projects
3D asset randomizer for blender
Predict whether a customer will leave the bank or not
Internet-scale Neural Networks
Built a model to predict the value of a given house in the Boston real estate market using various statistical analysis tools. Identified the best price that a client can sell their house utilizing machine learning.
churn modelling (tensorboard,keras,10k customers, 11 features
Machine Learning for game agents to observe their environment along with Untiy ML Agents
OBSERVE ANOMALIES IN CREDIT APPLICATIONS TO DETECT FRAUD
Reviewed unstructured data to understand the patterns and natural categories that the data fits into. Used multiple algorithms and both empirically and theoretically compared and contrasted their results. Made predictions about the natural categories of multiple types in a dataset, then checked these predictions against the result of unsupervised analysis.
Developer guides to integrate with MakerDAO's smart contracts, SDKs, APIs, products, and partners
EIGEN FACES_ FACIAL RECOGNTION USING PRINCIPAL COMPONENT ANALYSIS AND SVM CLASSIFIER
Investigated factors that affect the likelihood of charity donations being made based on real census data. Developed a naive classifier to compare testing results to. Trained and tested several supervised machine learning models on preprocessed census data to predict the likelihood of donations. Selected the best model based on accuracy, a modified F-scoring metric, and algorithm efficiency.
Stripe,Flask, Heroku Stock Forecasting app deployment
Object recognition on the Cifar-10 image dataset using Tensorflow and Convolutional Neural Networks