Experience

Data Analytics
Efficiently managed analysis workflow for both Arrowstreet and client partners at various scales. Designed analytics dashboard for military client – providing platform for exploring 3,000+ facilities worth $6+ billion, driving investment decisions toward high-impact areas.

Machine Learning
Designed and implemented lead qualification analysis using python and random forest classification models, allowing marketing team to optimize their outreach process by 70%. Collected data and trained ML models to assist design staff in predicting expected foot traffic and brand exposure for various programmatic and floor plan layouts.

Optimization
Designed and implemented python optimization workflow for floor plan layouts using “path of travel” analysis, validating design decisions made by design team.

Project Management
Managed design and project delivery of $15 million, 10,000 sf private
villas in the British Virgin Islands. Effectively coordinated with contractors, consultants, engineers, and clients to bring projects to reality. Managed stakeholder engagement process for workplace analytics mobile application that allows building operations and HR teams to learn how their office functions.

Design
10+ years of experience as designer - ranging from architectural and urban design to graphics, interactive environments, physical installations, and digital art. Designed and developed custom social media engagement digital installation for the Isabella Stewart Gardner Museum in Boston.

Clients and Collaborators

Virgin Limited Edition, Split Development Limited, Marine Corps Community Services, The Isabella Stewart Gardner Museum, FWD Partners, MIT Media Lab, The Urban Land Istitute

Technical Expertise

Python
Jupyter Notebook
Pandas
NumPy
scikit-learn
OpenCV
ML Classification
ML Regression
ML CNN, MLP
Keras
AWS
Tableau

Education

General Assembly | 2017
Certificate In Data Science

General Assembly | 2017
Project Management Workshop

North Carolina State University | 2013
Bachelor of Architecture

North Carolina State University | 2012
Bachelor of Environmental Design