LINCON
All ServicesSpecialization 04 / 04
Core Engineering Domain

AI Integration, Custom Tooling & Developer SDKs

Embedding Anthropic Claude, OpenAI LLMs, Model Context Protocol (MCP) servers, and publishing developer packages.

As an Anthropic Certified AI developer, I help forward-thinking teams transition from manual workflows to AI-accelerated engineering, embedding intelligent conversational agents and building custom developer SDKs published on Pub.dev and npm.

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Claude APIOpenAIModel Context Protocol (MCP)SDK DevelopmentPub.dev Packages
Related work: Wisperbot Chat SDK (Pub.dev)

Core Technical Capabilities

01

Integration of Claude and OpenAI models for contextual search, chat, and data analysis

02

Custom Model Context Protocol (MCP) server development connecting LLMs to enterprise databases

03

Developer-friendly SDK architecture with flexible UI injection and offline fallbacks

04

Transitioning development teams to AI-assisted workflows (Claude Code, GitHub Copilot)

Development Lifecycle & Milestones

01Phase 01

AI Use-Case Evaluation

Identifying high-leverage opportunities for generative AI, conversational agents, or custom developer SDKs.

Phase Deliverables:
AI Feasibility ReportPrompt ArchitectureToken Cost Model
02Phase 02

Prompt & MCP Tool Engineering

Developing structured prompts, function calling parameters, and Model Context Protocol interfaces.

Phase Deliverables:
Custom MCP ServerEvaluated PromptsAPI Wrappers
03Phase 03

SDK Architecture & Packaging

Writing developer-friendly APIs with strict TypeScript/Dart interfaces, theming engines, and connection fallbacks.

Phase Deliverables:
SDK CoreExample Integration AppUnit Test Suite
04Phase 04

Publishing & Documentation

Publishing packages to Pub.dev or npm, generating interactive documentation, and developer guides.

Phase Deliverables:
Pub.dev / npm ReleaseDocumentation SiteAPI Reference

Technical FAQ

What is Model Context Protocol (MCP) and how does it help my business?

MCP is an open standard created by Anthropic that allows AI models to safely connect to your business data, databases, and APIs without custom one-off integrations, enabling agents to take actions in your systems.

Can you help our existing dev team adopt AI-assisted development tools?

Yes. At Netro Systems, I led the company-wide transition to AI-assisted development (Claude Code, Copilot, Codex), improving development velocity while maintaining strict code review and quality standards.