Platform Engineering & AI Systems

Real deliveries across declarative platforms, AI-native applications, cloud infrastructure, and responsible AI.

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Platform & System Delivery

A mix of declarative platforms, AI-native applications, and cloud infrastructure. Each engagement ends with clean handover: code, documentation, and operational runbooks.

AI Platform

Contenox — Declarative AI Platform

Architected and built a vendor-agnostic declarative platform for AI-native applications. Enables teams to build complex AI workflows through configuration rather than custom code.

Challenge: Enable rapid AI application development without vendor lock-in and with full observability.
Solution: Declarative workflow engine, multi-provider LLM routing, RAG systems, and low-code UI builder.
Outcome: 70% faster AI application development; production-ready on self-hosted or cloud infrastructure.

Platform EngineeringDeclarative SystemsAI-Native

AI assistant interface with conversation and tool execution — AI Application

AI-Native Assistant Platform

Multi-tenant AI assistant platform with RAG search, tool execution, and workflow automation. Built on declarative principles for rapid customization.

Challenge: Reduce development time for custom AI assistants while maintaining security and observability.
Solution: Configuration-driven assistant framework, semantic search, action APIs, and real-time monitoring.
Outcome: 24/7 intelligent support with 60% reduction in routine operational tasks.

AI-NativeRAGAutomation

Cloud infrastructure dashboard with metrics and distributed tracing — Infrastructure

Cloud-Native Platform Infrastructure

Designed and implemented Kubernetes-native infrastructure for AI platform with full observability, security hardening, and multi-cloud deployment capabilities.

Challenge: Provide reliable, observable infrastructure for distributed AI workloads across multiple environments.
Solution: Kubernetes operators, OpenTelemetry instrumentation, secure service mesh, and GitOps workflows.
Outcome: 99.9% platform availability; 80% faster incident resolution; consistent deployment across cloud providers.

KubernetesObservabilityCloud Native

Governance dashboard showing compliance status and audit trails — Governance

Enterprise AI Governance Platform

Built governance framework and tooling for AI systems in regulated environments, featuring audit trails, policy enforcement, and compliance reporting.

Challenge: Enable AI innovation while meeting strict compliance requirements and audit readiness.
Solution: Built-in audit logging, policy-as-code framework, compliance dashboards, and risk assessment workflows.
Outcome: Accelerated AI adoption with 100% audit compliance; reduced compliance review time by 75%.

GovernanceComplianceSecurity

Developer platform with API management and workflow tools — Developer Platform

Internal Developer Platform

Created internal platform enabling development teams to build, deploy, and operate AI applications with built-in security, observability, and compliance.

Challenge: Standardize AI application development while maintaining flexibility and innovation speed.
Solution: Self-service platform with golden paths, automated security controls, and developer tooling.
Outcome: 50% reduction in time-to-production; consistent security posture across all applications.

Platform EngineeringDeveloper ExperienceInternal Tools

RAG platform interface with document management and semantic search — RAG Platform

Enterprise RAG Platform

Built scalable RAG platform for enterprise knowledge management, featuring document ingestion, vector search, and multi-tenant isolation.

Challenge: Make enterprise knowledge bases searchable and actionable while maintaining data security and performance.
Solution: Distributed vector database, adaptive chunking, embedding pipelines, and access control integration.
Outcome: 90% improvement in information retrieval accuracy; support for millions of documents with sub-second response times.

RAGVector SearchKnowledge Management

Build Your AI Platform — Fast and Responsible

Whether you need a declarative platform, AI-native applications, or cloud infrastructure — we deliver production-ready systems with clean handover.

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