Kubernetes & Istio
Production-grade container orchestration with Istio service mesh — enabling zero-downtime deployments, canary releases, mTLS, and fine-grained traffic management across multi-cluster cloud environments.
Terraform & Pulumi
Infrastructure-as-code managing every cloud resource as version-controlled, reproducible code — eliminating configuration drift, enabling rapid environment provisioning, and enforcing security baselines automatically.
Apache Kafka & Flink
High-throughput event streaming and stateful stream processing — the real-time data backbone connecting cloud services, AI models, and operational systems at millions of events per second.
PyTorch & TensorRT
PyTorch for model development and research, TensorRT for GPU-optimised production inference — delivering cloud-scale AI serving with hardware-specific kernel optimisation and dynamic batching.
Databricks & Spark
Unified analytics engine for petabyte-scale data processing, ML training, and real-time feature engineering — bridging the data engineering and AI teams on a shared lakehouse platform.
Prometheus & Grafana
Open-source observability foundation — custom metrics, distributed tracing with Jaeger, and AI-augmented alerting that correlates signals across cloud services, applications, and ML models.
Hugging Face & vLLM
Foundation model ecosystem combined with vLLM's PagedAttention for high-throughput LLM serving — enabling enterprise generative AI at scale with sub-second time-to-first-token and SOC 2 compliance.
Vault & OPA
HashiCorp Vault for secrets management and PKI, Open Policy Agent for policy-as-code enforcement — the security control layer ensuring every cloud resource and API call meets your compliance requirements.
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