Bespoke Services

AI Engineering & Technical Writing Services

I help startups and engineering teams design practical AI systems using Claude Code, agentic workflows, RAG, MCP, and modern AI engineering practices.

Backed by 4+ years of experience as an AI engineer building production AI systems and 6+ years of technical writing creating high-quality developer documentation. Whether you're building AI agents, Claude Code workflows, RAG applications, MCP servers, internal developer tools, or AI-powered products, I help turn ideas into reliable engineering systems that are practical, maintainable, and ready for production.

Services

What I help you build

🤖 AI Engineering & Agentic AI

Design and build production-ready AI systems using modern agentic workflows.

Includes:
AI AgentsMulti-Agent SystemsAgent OrchestrationClaude Code WorkflowsContext EngineeringPrompt EngineeringAI AutomationAutonomous WorkflowsAI SDK Integration

🔌 MCP & AI Integrations

Connect Claude Code and AI applications to your existing tools and business systems.

Includes:
Custom MCP ServersInternal APIsDatabase IntegrationsDocumentation SystemsThird-Party APIsBusiness AutomationSecure Tool IntegrationsInternal Knowledge Systems

📚 RAG & Knowledge Systems

Design reliable Retrieval-Augmented Generation pipelines for production applications.

Includes:
RAG ArchitectureVector DatabasesEmbeddingsHybrid SearchRetrieval OptimizationEvaluation WorkflowsKnowledge Base DesignAI Search Systems

⚙️ AI Architecture & Developer Workflows

Improve how your engineering team builds with AI.

Includes:
Claude Code SetupProject MemoryEngineering StandardsRepository OrganizationAI Development WorkflowsCode Review ProcessesCI/CD AutomationEngineering Documentation

✍️ Technical Writing & Developer Documentation

Create clear technical content that helps developers learn, build, and adopt your product.

Includes:
Technical DocumentationAPI DocumentationAI & Developer GuidesProduct TutorialsArchitecture DocumentationEngineering BlogsDeveloper EducationKnowledge Base Content

🚀 AI Product Consulting

Planning an AI product? I'll help you evaluate architecture, tooling, workflows, implementation strategy, and engineering trade-offs before development begins.

Includes:
AI StartupsSaaS ProductsInternal AI ToolsEnterprise AI ProjectsMVP PlanningTechnical Reviews

How I Work

01

Understand

Understand your product, workflow, and goals inside and out.

02

Review

Review your current architecture, code repository structures, or requirements.

03

Recommend

Recommend practical, budget-conscious AI engineering and workflow solutions.

04

Deliver

Deliver implementation guidance, clear developer documentation, or production-ready systems.

Who I Work With

AI StartupsSoftware CompaniesTechnical FoundersEngineering TeamsDeveloper Tool CompaniesSaaS BusinessesResearch TeamsSolo Builders

Technologies

Claude CodeAnthropic ClaudeOpenAIGeminiPythonTypeScriptFastAPINext.jsLangGraphLangChainPydanticAIMCPRAGAWSDockerGitHub ActionsPostgreSQLSupabase

Typical Response

Within 48 hours

Remote Support

Worldwide

Engagements

Consulting • Architecture • Implementation

Start Your Project

Tell me about your product, workflow, or technical challenge. I usually review new enquiries and respond within 48 hours.