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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
1. 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
2. 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.
His work spans:
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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, he focuses on building systems that translate complex data into operational clarity.
Anton massinger
AntonMassinger.ca
Frontend Systems & Interactive Data Interfaces
Anton specializes in the design and implementation of modern, high-performance user interfaces for data-driven applications.
His expertise includes:
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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.
Our
Projects
We solve each client’s issues by providing a comprehensive approach backed by our team of experienced professionals. Our process fosters collaboration and innovation to ensure we not only understand the core needs of clients, but also help them develop successfully.
Health Inspections
Interactive restaurant health inspections across Alberta, Canada
COVID-19 India
Statistics Without Borders
HousingMap.org
Housing statistics across Canada
LanguageMap.ca
Map of languages spoken throughout Canada
Better Backgammon
Desktop and mobile friendly backgammon app with bot based upon TD Gammon
Simplified Canadian Census Data - Organized into JSON/CSV
Canadian census data merged with census geodata and converted into geojson, json and csv
Fast Food Political Party Correlation
See how fast food restaurants are associated with voting trends across Canada
Twitter Analysis - Philippines 2022 General Election
Natural Language Processing (NLP) example of the 2022 Philippines election
FAQ
We focus on applied data systems and civic analytics. Here are some common questions about our work.
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Who are we?
A collaborative team of data and software professionals building public-facing tools and applied analytics systems.
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Why do we build open data projects?
We believe public data should be interpretable and accessible, not buried in PDFs or siloed databases.
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Do you take on consulting work?
Yes. We provide project-based analytics, engineering, and system design services.
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Have an idea?
Reach out. We’re always open to meaningful data-centric collaborations.