Cutting-Edge Technology

We apply best-in-class open source, cloud-native, and vendor tools to reduce complexity and improve agility.

• Cloud Infra: Deploy on GCP (BigQuery, Vertex AI), AWS (S3, Lambda, Batch), or Azure — with Terraform for reproducibility.
• Containerization & CI/CD: Use Docker + Kubernetes (GKE, EKS) for scalable workloads. Integrate GitHub Actions for CI pipelines.
• Streaming Pipelines: Real-time processing via Kafka, Flink, and Snowpipe for up-to-date analytics and event triggers.
• ML Libraries: Implement workflows using TensorFlow, PyTorch, LightGBM, XGBoost — orchestrated and tracked using MLflow or SageMaker Pipelines.