Data Science & AI
Overview
Organizations face unique operational and R&D challenges that require a range of capabilities. Dream Ventures has helped hundreds of organizations by applying deep learning to develop novel solutions automating processes, augment decision-making, extract meaningful information, and predict complex outcomes. Our team helps you to capture data, explain, predict, and take action across the organization.
End to End Capabilities
AI can automate tasks and improve productivity & performance, allow for real-time monitoring, and drive business value. We build systems that sift through tera– and petabytes of data (e.g. images, text, behavior, patterns) for unbiased examination to automate, augment, and inform human decision making. Data science & artificial intelligence consulting is everything we do.
Solving Challenges in Key Fields
- Computer Vision - Automation & custom deep learning solutions for classification, localization, & tracking of key features in images, 3D volumes, & video.
- Natural Language Processing - State of the art algorithms from OCR to extraction, understanding, or generation & response to documents, calls, social, and & other unstructured text.
- Time-Series - Understand and predict signals, events, or performance captured from wearables, phones, sensors, and other equipment, signals or behavior.