DATA & AI/ML ENGINEERING PLATFORM
From raw data
END-TO-END DATA SYSTEMS
From raw data
to real-time intelligence
An end-to-end environment for data engineering and machine learning — high-frequency acquisition, anomaly detection, predictive models and full data traceability.
50+API ENDPOINTS
5ML MODELS
20 HzDATA STREAM
SHA-256INTEGRITY
BUILT FOR DATA & ML ENGINEERING
One platform. The full data-to-decision stack.
01
SIMULATION
Physics Simulation & Feature Engineering
A parametric physics model generates labelled, high-frequency datasets — the feature source that feeds every model downstream.
OPEN SIMULATION → 02MACHINE LEARNING
Models, Anomalies & Prediction
Regression, anomaly detection (Isolation Forest & autoencoder) and sequence models over every dataset the platform produces.
OPEN DATA LAB →LIVE
Real-time Data Streaming
Server-Sent Events push high-frequency signals and system health as they happen — the live data-ingestion layer.
SEE THE STREAM → 03DATA & SYSTEMS ENG
Systems & Data Integrity
Acquisition pipelines, network validation, sensor calibration, configuration control and SHA-256 integrity — the reliability backbone.
OPEN SYSTEMS →