High-throughput systems built on Kubernetes and Ray. We engineer for horizontal scaling from day one.
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Reproducible Code
Strict MLOps practices. Versioned data, tracked experiments, and containerized environments for deterministic results.
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Security First
Enterprise-grade governance. Role-based access control, data encryption, and audit trails for regulated industries.
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Commercial ROI
We map model performance to business metrics. If it doesn’t drive revenue or efficiency, we don’t build it.
Predictive Analytics
Forecasting demand and churn with high-precision regression models.
We move beyond basic reporting to prescriptive intelligence. Our regression and time-series models help you anticipate market shifts, optimize inventory, and retain high-value customers before they leave.
NLP & Unstructured Data
Extracting entities and sentiment from contracts, logs, and emails.
Unlock the 80% of data trapped in documents. We deploy transformer-based models (BERT, GPT) to automate document processing, contract review, and customer sentiment analysis at scale.
Computer Vision
Automated quality control and visual inspection systems.
Deploy intelligent eyes on your production line. Our object detection and segmentation models identify defects, monitor safety compliance, and track assets in real-time with >99% accuracy.