Projects

Evolution of Echo State Networks - Master Project

• Investigated Echo State Networks’ (ESN) abilities to predict time-series data of varying complexity. • Identified the effects of neural network size, level...

Oct 13, 2017

Evolution of Echo State Networks - Ma...

by Daniel Fan

Finding Donors for CharityML with Supervised Learning

• Constructed Support Vector, Naïve Bayes and Decision Tree classifiers to identify likely charity donors from census data in Python. • Optimized the decisio...

Oct 13, 2017

Finding Donors for CharityML with Sup...

by Daniel Fan

Creating Customer Segments with Unsupervised Learning

• Investigated unstructured data for patterns and the categories they fall into using Principal Component Analysis (PCA). • Applied an gaussian mixture model...

Oct 13, 2017

Creating Customer Segments with Unsup...

by Daniel Fan

Train a Smartcab to Drive with Reinforcement Learning

• Designed a Q-learning algorithm in Python that trained a simulated car to follow US traffic rules. • Implemented learning rule to take effect within 28 tr...

Oct 13, 2017

Train a Smartcab to Drive with Reinfo...

by Daniel Fan

Classify cancer with cytological data

• Built a decision tree classifier in Python to predict whether biopsied cells are malignant or benign with 97% accuracy.

Oct 13, 2017

Classify cancer with cytological data

by Daniel Fan

Half Way Tree - Jamaican Food Consortium

Local food producers in Jamaica looking to enter the North American market have joined together as a consortium under the brand Half Way Tree. Half Way Tree ...

Oct 13, 2017

Half Way Tree - Jamaican Food Consort...

by Shanti Christensen

Half Way Tree - Jamaican Food Consortium

Local food producers in Jamaica looking to enter the North American market have joined together as a consortium under the brand Half Way Tree. Half Way Tree ...

Oct 13, 2017

Half Way Tree - Jamaican Food Consort...

by Shanti Christensen

Fiscal Cliff Analysis and Solution

A final analysis for senior level Financial Analysis investigating the causes of the “Fiscal Cliff” and providing solutions to remedy the federal government....

Oct 10, 2017

Fiscal Cliff Analysis and Solution

by Michael Hartman

Macy's 10K Analysis

A final project for senior level Managerial Accounting focusing on a complete analysis of Macy’s 10-K financial statements, including: Derivation and compari...

Oct 10, 2017

Macy's 10K Analysis

by Michael Hartman

Simplifit Habit tracking screens/flows

Screens designed for Simplifit, an app designed to help users lose weight by developing healthy habits. Screens depicted include how the user would track t...

Oct 9, 2017

Simplifit Habit tracking screens/flows

by Amanda Yarmolich

End of AEP Landing Page

Seasonal homepage for eHealth Medicare.com designed as a series of seasonal home pages to assist seniors in completing the tasks they need to successfully en...

Oct 9, 2017

End of AEP Landing Page

by Amanda Yarmolich

SMPS San Francisco Social Media Engagement

I was tasked with developing and engaging our members on the organization's Facebook and Twitter accounts. As of today, they reach more than 500 users, combi...

Oct 7, 2017

SMPS San Francisco Social Media Engag...

by Sarah Lubin

OpenHouse

OpenHouse is a concept for a mobile app that I designed. It enables realtors to capture key information from prospective clients and buyers who visit their p...

Oct 5, 2017

OpenHouse

by Zach Weisman

Neutrablue

Neutrablue is a company that I founded and operated. Neutrablue manufactures a UV sanitizing device for TV remote controls and personal items for hotel rooms...

Oct 5, 2017

Neutrablue

by Zach Weisman

AnywhereMD

AnywhereMD is a company that I co-founded and operate. It offers a self-triage app that helps people determine the most appropriate point-of-care when they e...

Oct 5, 2017

AnywhereMD

by Zach Weisman