Murmuration transforms how political campaigns, advocates, and organizers identify, engage, and mobilize people and communities. We drive change and accelerate progress toward a future where every child in America has the opportunity to benefit from a high-quality public education.We provide sophisticated data and analytics, proprietary technology, strategic guidance, and programmatic support to help our partners build political power and marshal support so necessary improvements are made to our public schools. Our precise, predictive intelligence and easy-to-use tools help practitioners and funders, on their own and working together, make informed decisions about who they need to reach, what they need to say, and how to achieve and sustain impact.

• Cleaned and prepared raw structured and unstructured data for integration into Parks database servers, created ETL procedures for various operational tasks• Analyzed and produced reports from datasets through efficient SQL and Python functions from datasets of over a million plus rows• Using Tableau, Excel, and Python I created interactive data visualizations for public and private consumption• Created spatial analytics and QA/QC in ArcGIS for public and internal operations through maps, reports, infographics, and models using ArcPY and ModelBuilder

• Created and managed an urban and natural area city-wide data collection effort using ArcGIS Online, Collector App and Trimble GPS devices; set up data schema, trouble shot data collection, and reporting• Integrated SQL queries into report creation and Park formulas e.g. Park Inspection Interval, Park Planting Prioritization• Created protocols, trainings and workflows to merge collected and pre-existing data e.g. Capitol Construction tree inventories, historic data into NYC Parks operational database• Engaged NYC Park partners and built coalition for a forest inventory project• Managed the budget and contracts related to tree inventory efforts

• Created spatial analytics in ArcGIS for public and internal operations through maps, reports, infographics, and models using ArcPy and ModelBuilder• Coordinated data collection on NYCs street trees between different divisions in Parks, NGO partners, and large volunteer pool• Created and implemented protocols and trainings to teach volunteers and staff in data collection methods• Oversaw a staff of 12, led numerous weekend and evening volunteer events, and facilitated hundreds of independent volunteers• Collected and QA/QC collected resource data using Trimble GIS and ortho imagery

• Conducted a forest inventory and health assessment survey of Inwood Hill Forest Reserve in ArcPad• Monitored contract work of grass and wetlands• Conducted Scientific literature and technical document review for current/future contract work involvingdrainage systems• Post-data collection work aimed at creating a geodatabase, preliminary analyses, quality control• Digitized historic maps in ArcGIS of trees and land use to compare and analyze against data collected

• Conducted analyses and models for Public Right of Way trees in NYC in R and ArcGIS using US Census demographic data, USGS datasets, and NYC Open Data initiative• Created data management protocols for a street tree health inventory which worked across multiple cities and organizations (The Nature Conservancy)

• Collaborated and coordinated with NYC parks and partners to formalize the NYC Trail system• Managed the NYC GIS Trail geodatabase by maintaining current and accurate trail information• Created pertinent tools and models in ArcGIS in conjunction with citywide datasets to better use trail data inday to day operations• Created trail maps for public distribution and for internal meetings• Collected Trail and points of interest features in NYC parks in ArcPad with Trimble devices