Core Competencies
Deep expertise across the full spectrum of predictive and prescriptive analytics.
Predictive Forecasting
High-frequency inventory estimation, financial risk modeling, and supply chain telemetry powered by advanced time-series models.
- High-frequency inventory estimation
- Financial risk modeling & VaR
- Supply chain telemetry
- Demand forecasting with seasonality
- Anomaly detection in real-time
- Multi-horizon predictions
Computer Vision & Document OCR
High-speed automated extraction for invoices, ID verification, and visual quality control with sub-second processing.
- Invoice & receipt extraction
- ID document verification
- Visual quality control
- Object detection & tracking
- OCR with layout understanding
- Multi-format document parsing
End-to-End Data Intelligence
Our machine learning infrastructure handles the complete lifecycle from data ingestion to model deployment.
Data Ingestion
Real-time streaming and batch ingestion from multiple sources with schema validation.
Feature Engineering
Automated feature extraction, transformation, and selection for optimal model performance.
Model Training
Distributed training with hyperparameter optimisation and cross-validation.
Model Deployment
Containerised deployment with A/B testing, canary releases, and auto-scaling.
Monitoring & Retraining
Continuous performance monitoring with automated retraining on data drift detection.
Built on Proven ML Infrastructure
Enterprise-grade tools and frameworks for reliable, scalable machine learning operations.
Data Processing
Distributed data processing and transformation at scale.
- Apache Spark
- Apache Kafka
- Apache Airflow
- dbt
- Great Expectations
ML Frameworks
State-of-the-art machine learning and deep learning libraries.
- PyTorch
- TensorFlow
- scikit-learn
- XGBoost
- LightGBM
MLOps Platform
End-to-end model lifecycle management and deployment.
- MLflow
- Kubernetes
- Docker
- Terraform
- Prometheus