AI Integration, Cloud Migration & Automation Services.

Production AI systems built with proven patterns. From RAG prototypes to scaled deployments using GPT-4, Claude, and open models.

• LLM Applications: GPT-4 and Claude integrations with prompt engineering, guardrails, and observability
• RAG Systems: Vector search with Pinecone or Weaviate, document pipelines, and evaluator loops tuned to your domain
• Computer Vision: YOLOv8 deployments, RTSP stream processing, and real-time video analytics
• MCP Servers: Custom Model Context Protocol services powering Claude Desktop and internal tooling
• Agent Workflows: LangChain orchestration for autonomous task execution and routing

Modernize legacy workloads or launch greenfield platforms using resilient cloud patterns across Azure and AWS.

• Modernization Roadmaps: Discovery, prioritization, and quick wins for legacy platforms
• Containerization: Docker and Docker Compose for repeatable developer and production environments
• Infrastructure as Code: Terraform templates for Azure provisioning and environment parity
• Microservices: .NET Core APIs with CQRS, messaging (RabbitMQ), and clean architecture
• CI/CD Automation: GitHub Actions pipelines with automated testing and deployments

Full-stack applications delivered with Python, .NET, and TypeScript, accelerated by AI-powered tooling.

• Backend Development: Django and FastAPI services with REST APIs, authentication, and admin tooling
• Frontend Engineering: Blazor, React, and TypeScript interfaces with responsive layouts
• Data & Persistence: SQL Server and Entity Framework with repository patterns
• AI-Accelerated Delivery: GitHub Copilot, Cursor, and v0 to prototype and iterate faster
• Quality Engineering: Automated testing, synthetic data generation, and shift-left validation