Data Science Lab

Modern Unified Enterprise Scale AI/ML Platform

  • Accelerate your business outcomes with our cloud-agnostic platform, designed to support data scientists and engineers in creating cutting-edge AI/ML solutions.
  • With features such as built-in models and an advanced AutoML capability, you can streamline your model building process and quickly identify the top three models for your needs.
  • The platform's end-to-end scalability ensures that your solutions can grow and evolve as your business needs change.

Addressing the demands of top-tier enterprises

Cloud Agnostic

  • >>  Compatible with leading cloud providers such as GCP, AWS, and Azure, as well as on-premise installations.

Enterprise-level security

  • >>  Built-in mechanisms for multipleauthentication and authorization, ensuring full accountability and logging capabilities.

Complete AI/ML process

  • >> End-to-end support for building and managing AI/ML workflows with features like model management and auto-scaling.

AI/ML Platform for Large-Scale Enterprises

  • Cloud Agnostic

  • Enterprise-Level security

  • Complete AL/ML process

  • Project Configuration

  • Pipeline

  • Artifacts Store

  • Distribute Training

  • Sentiment Analysis

  • General Text Classification

  • Entity Extraction(from Text)

  • Serverless Inference

  • Feature Store

  • Face Recognition

  • General Object Detection

  • Tabular Data Extraction from Images as PDFs

  • Sentiment Analysis

  • General Text Classification

  • Entity Extraction(from Text)

BDB Data Science Lab

Enhance data scientists' efficiency and output

  • Streamline AI/ML model development and deploy it to pipeline.
  • Monitor and schedule pipeline executions.
  • Utilize popular ML frameworks like Tensorflow, PyTorch, etc.
  • Supports Integration with other IT operations and cloud services.

Shortens the path to realization of benefits

  • The platform provides a comprehensive solution for managing the entire analytics workflow, starting with AI/ML model development and continuing through to production, ultimately resulting in a significant reduction of time required to bring the models to market.
  • Create new Notebook or upload the notebook.
  • Sharing of notebooks and projects among team members
  • Streamlined version control enables data scientists to efficiently manage and track changes to AI/ML models.
  • Built-in AutoML streamlines model selection by automatically testing multiple algorithms and presenting the top 3 with highest accuracy and thorough explanations

Tailored to Meet Enterprise Needs

  • Platform adapts to your specific requirements and can be customized to meet the unique demands of your organization. Platform designed to meet enterprise-grade demands for scale, security, compliance, and integrations.
  • Offers versatile authentication and authorization options, including compatibility with SSO, LDAP, and OpenID.
  • Provides seamless integration with popular logging, tracing, and monitoring frameworks such as Prometheus, Grafana, Fluentd, Datadog, Zabbix, etc.
  • Provides Scalability for handling high volume of AI/ML model inferences, with automatic scaling capabilities for performance optimization

Pipeline

  • Streamline AI/ML workflows with automated pipeline development and seamless integration with CI/CD processes, allowing for easy tracking of pipeline executions

  • A centralized repository for all your machine learning assets such as models, datasets, and performance metrics.

  • Provides the capability to efficiently train models at a large scale and optimize their performance through hyper-parameter tuning, using resources such as GPUs and nodes as needed to meet scaling requirements.

  • Provides the capability to efficiently train models at a large scale and optimize their performance through hyper-parameter tuning, using resources such as multiple GPUs and nodes as needed to meet scaling requirements.

  • A centralized repository for storing and managing features used in AI/ML models. These features, which are derived from raw data, are used to train models and make predictions. With a Feature Store, organizations can ensure consistency.

  • Our AI-powered face recognition technology can accurately detect faces in images and videos, making it ideal for applications like security, identity verification, and more.

  • Our advanced object detection technology can identify objects within images and videos, providing powerful capabilities for various use cases like image analysis, video surveillance, and more.

  • Our solution uses state-of-the-art optical character recognition (OCR) techniques to extract tabular data from images, including scanned PDFs, making it ideal for data digitization and automation.

  • Our sentiment analysis technology provides deep insights into the emotions and attitudes expressed in text data, making it ideal for applications like customer feedback analysis, social media monitoring, and more.

  • Our advanced object detection technology can identify objects within images and videos, providing powerful capabilities for various us: Our text classification technology can categorize text data into predefined classes, providing powerful capabilities for applications like spam detection, news categorization, and more.e cases like image analysis, video surveillance, and more.

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