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SignOS — AI DM Agent for Lead Qualification
Built SignOS, an AI-powered conversational agent for real estate teams that answers every inbound DM instantly, qualifies leads on budget, area, need and timeline, and books showings automatically via calendar integration.
I designed the end-to-end conversational architecture: intent handling, BANT qualification logic, human escalation paths, and CRM/pipeline integration, running as a 24/7 always-on agent.
Building agents like this is also why my security work is grounded in practice. I secure LLM systems because I ship them and know exactly where they break.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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Many businesses want to build AI agents and automated workflows, but they face challenges with unreliable outputs, complex AI logic, poor data validation, and systems that are difficult to maintain in production. Without structured workflows and strong type safety, AI applications can become unpredictable, expensive, and difficult to scale.
I will build type-safe, production-ready AI workflows using Pydantic AI, AutoGen, and modern agent development frameworks. I create reliable AI systems with structured outputs, intelligent agent collaboration, tool integrations, validation layers, and scalable automation pipelines.
I use powerful AI development tools including Pydantic AI, AutoGen, Agno, CrewAI, LangChain, LlamaIndex, Semantic Kernel, Haystack, OpenAI API, and Anthropic Claude API to design and deploy advanced AI workflows.
My process includes AI architecture design, agent workflow development, structured data validation, API integrations, tool calling, memory management, testing, debugging, and deployment. Whether you need AI agents, multi-agent systems, RAG pipelines, enterprise automation, or custom LLM workflows, I will help you build reliable AI solutions that are secure, maintainable, and ready for real-world production use.
