I will plan your ai product architecture and roadmap

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Ibtisam Arif

About this gig

Connect Claude, Cursor, and AI agents directly to your databases, APIs, and enterprise tools using Anthropic Model Context Protocol (MCP).

MCP turns passive chatbots into autonomous operators that query PostgreSQL, fetch Jira issues, search internal documents, and trigger GitHub actions.

As an AI engineer with an MSc in HCI (Germany) and BSc in Computer Science, I build secure, high-performance MCP servers with type-safe schemas that LLMs execute reliably.

What I provide:

  • Custom Tools & Resources: Read/write tools connecting PostgreSQL, MongoDB, GraphQL, or REST APIs.
  • Transports: Standard input/output (stdio) for local desktop clients or Server-Sent Events (SSE) for remote servers.
  • Safety & Validation: Strict Zod/Pydantic schemas preventing unauthorized data mutations.
  • Client Config: Ready-to-use config files for Claude Desktop, Cursor IDE, Windsurf, and custom agents.
  • Production Packaging: Dockerized deployments with health checks, logging, and integration tests.

Message me with your target data sources and use cases before ordering.

Get to know Ibtisam Arif

Ibtisam Arif

Senior AI Engineer and Full Stack Architect

4.9(97)
  • FromPakistan
  • Member sinceAug 2015
  • Avg. response time2 hours
  • Last delivery4 months
  • Languages

    English
I am a full-stack AI developer and AI engineer helping founders and product teams build useful AI software. I develop AI web apps, SaaS products, document-search assistants, and AI features for existing applications. My work connects the interface, backend, APIs, database, authentication, and deployment. I also diagnose and repair AI-generated prototypes. Expect a defined scope, tested workflows, readable source code, and a practical handoff. Send your product goal, current stack, and the workflow you need built or improved.

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