Santosh S.
Agentic AI Architect | Claude Agent SDK, LangGraph, MCP
I design and build production AI agent systems — multi-agent orchestration, RAG pipelines, and autonomous workflows that replace manual operations, not just demo well. 13+ years in enterprise software and cloud; now focused entirely on agentic AI. Recent work: Architected a multi-agent AI operations layer for a multi-company care-services ecosystem — AI agents for sales, ops, client success, and compliance coordinating with staff across Slack, GoHighLevel, and Google Workspace via APIs and webhooks. Built a secure QR ticketing platform end-to-end for live events: signed tamper-proof tickets, idempotent issuance, automated email delivery, and an Android scanner app for on-ground verification. Delivered e-commerce and automation systems for clients in India and the UAE, from Shopify storefronts to document-processing and reporting pipelines. How I work I'm an architecture partner, not just a developer. Before writing code I'll challenge assumptions, recommend the simpler solution when one exists, and tell you honestly if AI is the wrong tool for your problem. Most failed AI projects fail at the design stage — my job is to make sure yours doesn't get there. Typical engagement questions I help answer first: Where does AI create the highest ROI in your operation? Which processes should stay human? Build vs. buy? How does this scale from MVP to production? What I build Agentic AI systems — multi-agent architectures, AI assistants, autonomous business workflows, RAG applications, MCP servers and tool integrations, LLM orchestration (Claude, OpenAI, Gemini) Intelligent automation — business process automation, Google Workspace / Apps Script, document processing, reporting systems Custom software — AI-first web applications, internal platforms, CRM and workflow systems, API integrations, dashboards Stack AI: Claude Agent SDK • Claude Code • OpenAI • Gemini • LangGraph • CrewAI • MCP • vector databases • RAG • n8n Backend: Python • Node.js • Ruby on Rails • PostgreSQL • Supabase Frontend: React • Angular Infra: AWS • Docker • Terraform • E2B sandboxes Engagement Available for fixed-scope builds, architecture consults, and ongoing retainers. MVP-first: we ship a working core fast, then iterate. Send me your use case and I'll tell you straight whether AI is the right tool for it — and exactly how I'd build it.
Earnings and projects
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Earnings, last 30 days
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