At the core of all DDSS solutions is a versatile analytics ecosystem comprised of open-source libraries for machine learning and complex web development frameworks to implement the machine learning capabilities. The architecture is compatible with both on-premises deployments for sensitive workloads as well as virtual-private cloud enabled implementations in AWS, Azure, Google Cloud and other environments. DDSS also provides container-ised solutions that can b deployed in various operating systems for consistency.
The ML/AI Open-Source Software (OSS) Stack comprises of R, Python, and Julia libraries. Popular ML packages such as scikit-learn, tensorflow, pyTorch (Python), caret, e1071, nnet (in R), JuliaML utilities are pre-configured within the solutions and can be executed in-database.
All solutions are backed by a High-Performance Computing (HPC) architecture stack that comprises of NVMe and GPU based AWS EC2 instances for fast I/O, multi-core parallel processing and deep learning capabilities via GPU integration.
All solutions from DDSS include an administrative layer that includes various administrative functionalities such as user management, auditing, and granular table-level access control. Industry-leading security standards are integrated along with a governance layer that includes process management.
We use the fastest data backend alongside powerful its querying tool and combine it with our versatile in-house framework for building Apps and running Analytics.
Our solution bundles a suite of advanced machine learning algorithms tailored for diverse data analytics requirements. It can dynamically and simultaneously analyze multiple cohort features.
We offer complete stack of Business Intelligence solution: beginning from data loading and ending in high quality visualization backed by powerful analytics and everything in-between.
Our turnkey BI solution is agnostic to underlying domain allowing it to be quickly deployed for any vertical. We have proven models across verticals including Pharma / Healthcare and Insurance.