Our Services

At Context Data Analytics we apply data analytics in context. We start with the data (big, small, noisy, dirty) and the questions you’re trying to answer. A deep dive into the context of the problem and the sources and semantics of the data provides the insight to apply advanced analytics and formulate targeted solutions.

• Modern Large Language Models: Transformers, DL, CNN, RAG

• Statistical Machine Learning: Expert application of advanced algorithms for regression, classification, density estimation, semi-supervised learning, clustering, non-parametric learning, information selection, reinforcement learning and deep learning.

• Precision Medical Monitoring Device R&D. Support of R&D for new, intelligent medical monitoring technology.

• Big Data Analytics: Statistical analysis and model development.

• FDA submissions for new medical devices: Document preparation and analysis for de novo and 510(k) submission.

• Robotics: Robot vision and multisensory integration, navigation in unstructured environments, inverse kinematics and dynamics, autonomous vehicles, machine learning for robotics.

• Computer Vision and Image Analysis: Application of advanced techniques for extracting relevant information from video and images. SLAM, VIO, VLP. Point Cloud Analysis.Hands-on startup experience

• Precision Data Collection Management and Support: Ensuring that expensive data collection studies (medical, robotic, visual measurement etc.) meet the accuracy goals required.

• Sensor Calibration: Ensuring that both novel and existing sensor hardware meets the needs of your application.

• Virtual and Augmented Reality: Immersing the user into your applications, image-based virtual environments.

• R&D Research Group Management: Both privately funded, and government funded by DARPA, DoD and NSF.

• Hands-on startup experience