Services

Senior AI and data support, shaped around the delivery problem.

Focused architecture and hands-on engineering for initiatives that need a clear next technical step.

Each service starts with the initiative, constraints, and current state. Public technical work is independent evidence, not client delivery or a promise of a specific outcome.

Six focused service areas

01 // AI & DATA

Enterprise RAG & Context Architectures

Production-grade hybrid vector architectures, multi-stage retrieval, reranking pipelines, and guardrails for high-stakes enterprise LLM applications.

PythonVector DBsLangChainLlamaIndex
02 // AI AGENTS

Autonomous Multi-Agent Workflows

Orchestrated agent networks for complex multi-step reasoning, tool execution, and state management in enterprise workflows.

LangGraphAutogenOpenAI APIFastAPI
03 // DATA INFRA

Modern Data Platforms & Fabric

Unified Lakehouse, OneLake, and Data Mesh architectures designed to eliminate silos and accelerate enterprise AI readiness.

MS FabricPySparkDelta LakeAWS Glue
04 // STREAMING

Real-Time Streaming & Event Data

Low-latency event processing pipelines for continuous data ingestion, real-time analytics, and event-driven AI workflows.

Apache KafkaSpark StreamingAWS LambdaKinesis
05 // ADVISORY

Fractional AI / Chief Architect Advisory

Strategic architecture oversight for engineering leadership. Guidance on vendor selection, RFC reviews, cost control, and AI roadmap execution.

GenAI RoadmapFinOpsArchitecture Governance
06 // POC SPRINT

High-Stakes Rapid PoC Sprints

Rapid prototyping to de-risk ambitious AI or Data initiatives. Build production-grade working prototypes before committing full budgets.

Fast PoCPythonDockerCloud Deploy

Discuss a Project

NEED AN INDEPENDENT ARCHITECTURE REVIEW?

Need an Independent Architecture Review?

Evaluate your ongoing GenAI platform, OneLake migration, or AI agent system against a production benchmark. Receive a 72-hour gap analysis report.

Discuss an Architecture Review12-hour Architect Response