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Applied Data Systems for Public Insight & Operational Decision-Making
We build geospatial, analytical, and machine learning systems
that transform complex public data into usable tools
From census pipelines to real-time dashboards and predictive models,
our work sits at the intersection of civic transparency and practical engineering
What We Do
Civic & Open Data Applications
We design public-facing tools that make government and institutional data
accessible, interactive, and meaningful.
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Geospatial dashboards
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Census integration pipelines
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Election and policy analysis
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Public data APIs
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Data normalization and transformation
Operational & Analytical Systems
We build applied systems for organizations that need data to drive real-world decisions.
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Simulation modeling (capacity, workflow, resource allocation)
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Machine learning integration into production systems
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Large dataset engineering
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Real-time analytics APIs
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Custom dashboards for internal decision-making
ABOUT US
Murray Ware
Applied Data Systems & Analytics
Murray specializes in the design and implementation of data-driven systems that integrate
statistical modeling, simulation, and production APIs.
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Healthcare and operational analytics
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Geospatial data integration
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Machine learning deployment
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Large-scale data engineering
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Real-time analytical dashboards
With a background in mathematics and applied statistics,
Murray focuses on building systems that translate complex data into operational clarity.
Anton massinger
Frontend Systems & Interactive Data Interfaces
Anton specializes in the design and implementation of modern,
high-performance user interfaces for data-driven applications.
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React-based application architecture
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Interactive mapping interfaces (Leaflet)
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Real-time WebSocket integrations
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Progressive Web App (PWA) development
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UX/UI design for analytical dashboards
Anton ensures that complex backend systems are delivered
through intuitive, responsive, and highly usable interfaces.
SELECTED Projects
We focus on applied systems that combine statistical modeling, engineering, and public-facing usability.
FAQ
We focus on applied data systems and civic analytics. Here are some common questions about our work.
1
Who are we?
A collaborative team of data and software professionals building public-facing tools and applied analytics systems.
2
Why do we build open data projects?
We believe public data should be interpretable and accessible, not buried in PDFs or siloed databases.
3
Do you take on consulting work?
Yes. We provide project-based analytics, engineering, and system design services.
4
Have an idea?
Reach out. We’re always open to meaningful data-centric collaborations.