Author: Dawson Metzger-Fleetwood

  • The Democratization of Destruction: How Drone Warfare Changed Everything

    The Democratization of Destruction: How Drone Warfare Changed Everything

    Editor’s Note: At About Objects, our team comprises more than just software engineers and architects. Our consultants bring diverse professional backgrounds spanning defense, national security, infrastructure protection, and emerging technology assessment. This perspective piece represents our commitment to examining technological shifts that extend beyond code—exploring the broader implications of innovation for businesses and society. While…

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  • Project Reporting in the Age of AI

    Project Reporting in the Age of AI

    In the world of program and project management, reporting is both essential and often exasperating. Done right, it provides a clear view into progress, issues, and risks, enabling quick decision-making. Done poorly, it becomes background noise — a blur of dashboards, metrics, and slide decks that obscure more than they reveal. At a time when…

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  • VA ProdOps and Data Quality Engineering

    VA ProdOps and Data Quality Engineering

    Enhancing Healthcare Interoperability with HL7 FHIR: Ensuring Data Quality and Reliability Through ProdOps Practices We stand at the forefront of technology that promotes well-being and longevity. We have moved beyond the era of sporadic “check-ups and hope for the best” healthcare. Patient Generated Health Data (PGHD) empowers proactive care by identifying potential problems before they…

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  • Bridging the way to a brighter future.

    Bridging the way to a brighter future.

    About Objects has been a proud and faithful supporter of Bridges from School to Work, a Marriott family nonprofit with a mission to help young adults with disabilities find meaningful and competitive employment. In late May, several About Objects members were thrilled to be in attendance at this year’s Bridges Gala. In addition to connecting…

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  • Observations and innovations from WWDC 2024

    Observations and innovations from WWDC 2024

    When Apple invites your team to join them at WWDC as they roll out their latest platform updates, you know you’re doing something right. About Objects was thrilled to experience features and functionality that will impact developers and users on a daily basis. VisionOS Along with visionOS 2, Apple is releasing a slew of forward-thinking…

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  • Autoencoders – Part 2

    Autoencoders – Part 2

    This is part two of a two part series on autoencoders. In part one, we talked about how autoencoders work, and trained one ourselves. Now we will use this autoencoder to showcase a few common use cases for this architecture. Let’s jump right in. Identifying Outliers Let’s say your airplane dataset might have a few…

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  • How to use LLMs effectively

    How to use LLMs effectively

    Large language models have exploded in popularity. Over the past year and a half, the capabilities and use cases for large language models have become strategic imperatives for organizations of all types. With such powerful models at your disposal, it’s no surprise that integrating one into your workflow has been shown to lead to substantial…

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  • Autoencoders – Part 1

    Autoencoders – Part 1

    In modern machine learning, autoencoders, encoders, and decoders appear everywhere. They are critical components in the most high performing industry models across all modalities. In this article we will explore this architecture, building up an intuition for what it does, what makes it useful, and how to use it yourself. The Basics This is an…

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