先进的技术

数据科学 and Analytics

hg体育官网的数据科学团队包括来自统计学、计算机科学和通信领域的专家. 我们与客户合作，确定机器学习(ML)和人工智能(AI)可以应用于何处，以扩展数据效用和发现，并最大限度地提高项目运营的效率和质量. 我们开发创新的解决方案，在项目生命周期的关键阶段使用仪表板为决策提供信息. 我们的目标是降低操作成本，提高涉众接收他们需要的信息的速度，以便在动态的项目环境中做出决策和响应. We have experience in both open source and proprietary platforms to design, 原型, and roll out AI and ML solutions for clients. With an aim to create data solutions that meet higher standards of 质量, 我们的数据科学家提供有效和可复制的创新工具, 严格的, 和可靠的.

Geospatial Data Processing and Analytics

hg体育官网提供解决方案，帮助研究人员发现数据中的新趋势, increase workflow efficiency, and reduce project task costs. Providing technical assistance, cartographic design and map production, survey sampling support (sample frame development, field staff travel optimization, GPS-enabled data collection), and 地理编码 services are just a few examples of what our team can do. Interpreting geographic data via GIS processes can be straightforward, 例如, 地理编码, 缓冲区分析, 以及空间分配, to more advanced spatial statistics like spatial regression, 空间自相关, as well as satellite and aerial image analysis. Our GIS team uses both commercial and open-source data, 工具, 库, 以及数据库管理系统，以构建可重复的工作流和数据管道. We provide geographic visualization support, ranging from maps in reports to online dashboards, and we use Python and R to automate these visualizations.

Infrastructure and Security

hg体育官网 provides a robust hybrid infrastructure for hosting systems, 网站, 应用程序, 计算工作空间. 我们在FISMA中等级别运行内部数据中心，并在多个FedRAMP ato认证的云环境中运行解决方案, 包括AWS, Azure, 和谷歌. 我们可以为客户提供各种托管和操作系统的选择，以支持他们的项目，包括开发和支持混合(云和本地)解决方案.

Innovative 数据收集 and Management Tools

专注于创新, hg体育官网 offers right-sized data acquisition, 操作, 管理, and discovery solutions that emphasize automation, 质量, 和安全. 通过协调, use of common data models and standards, 集成, 数据科学, 推导数据, we can enhance data utility and promote deeper analytics, and wider data pooling and sharing. 我们经过验证的数据治理框架由现代数据架构和流程提供支持, and ensures data are trusted, 及时的, 和丰富. We access 工具 made up of best-in-class technologies among open source, SaaS, 商业产品, hg体育官网 enterprise capabilities, 和定制开发，以满足客户多样化和复杂的数据工程和计算需求.

软件工程

hg体育官网执行软件开发，以结合先进的技术，如多模式数据收集, 流行病学数据云原生数据处理和聚合平台, bring your own device (BYOD) approaches, cloud-based voice communications, and integrated research platforms into our research initiatives. 我们提供开放和安全的架构，同时确保对参与者的隐私保护. Our engineers are experienced in scalable platforms, 工具, 从由关系数据库 支持的传统本地web应用程序 到容器化的各种技术, 原生云, 开源, 分布式, and horizontally scalable research solutions. 最后, 我们带来世界一流的用户界面和体验设计，吸引研究参与者，并清楚地传达研究目标，同时确保可访问性和508合规.  我们的 用户体验和界面设计师团队确保我们的产品结合设计, functionality and intuitive behaviors.

Website Design and Development

hg体育官网构建网站和web应用程序来支持数据收集和分析, 协作, 培训, and information and data dissemination. We deliver study information and recruitment sites, and survey interfaces to study participants, data visualization dashboards, 包括互动地图, 实践社区, 数据门户, 现场采访者工具, and team 协作 and content 管理 sites. We have expertise in all leading technologies. Our design capabilities include web and mobile interface design, digital branding and illustration, 交互式信息图, 网络动画. Quality design and code are crafted to produce extensible, 可访问的, 响应, and mobile-adaptive 网站 and 应用程序.

WesVar

hg体育官网开发WesVar是为了帮助您计算估计、复制方差估计等等. WesVar has a number of helpful features, from importing and exporting data to creating weights, 生成统计信息, and obtaining regression output.