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aa2kb/README.md

🧬 About Me

I design and build production-grade AI systems that go beyond demos.

With 10+ years in engineering, I've evolved from backend systems β†’ distributed architecture β†’ now specializing in:

  • Agentic AI systems
  • Autonomous workflows
  • LLM-powered platforms
  • AI adoption at scale

I combine deep engineering with practical execution So systems don't just look good, they deliver real outcomes


🏒 Currently β€” Lead Solutions Architect @ Sprinklr

At Sprinklr, the world's leading Unified Customer Experience Management (Unified-CXM) platform, I lead solutions architecture at enterprise scale:

  • 🎯 Architecting enterprise-grade AI & CX solutions for global brands
  • 🧭 Setting technical direction across complex, multi-stakeholder implementations
  • 🀝 Bridging engineering depth with enterprise strategy as a trusted technical advisor
  • ⚑ Driving adoption of agentic AI and automation inside a large-scale enterprise SaaS platform
  • 🌍 Operating at global scale, where architecture decisions ripple across thousands of end users

πŸ“Œ Proud to be shaping how one of the world's top CXM platforms builds and ships AI.


πŸ”— Profiles


πŸ† Selected as Top Talent

Alongside my role at Sprinklr, I work with global clients through β†’ Toptal (top 3% network)

  • πŸ’Ό AI Engineer & Developer
  • πŸ§‘β€πŸ« AI Coach for teams and leaders

I help companies not only build AI but actually adopt and operationalize it


πŸ€– What I Specialize In

  • Multi-agent architectures with reasoning, memory, and tool usage

  • Workflow orchestration using LangGraph and stateful systems

  • Autonomous decision-making pipelines

  • Production-grade RAG pipelines with high accuracy

  • Evaluation systems for hallucination detection and quality control

  • Multi-model orchestration across providers

  • Real-time AI voice systems (STT + TTS + reasoning)

  • Dynamic conversations with branching logic

  • AI agents that actually talk like humans

  • Cloud-native systems across AWS, Azure, GCP

  • Serverless + event-driven architectures

  • Multi-tenant SaaS platforms

  • Turn confusion β†’ structured workflows

  • Enable non-technical teams to use AI confidently

  • Design AI adoption playbooks that actually stick

Skills


⚑ High-Impact Work

🧠 Multi-Agent Voice AI System

β†’ Real-time conversations β†’ Autonomous qualification β†’ Structured data capture

πŸ“Œ Reduced manual effort + improved qualification accuracy


✍️ GenAI Writing Engine (1M+ Users)

β†’ RAG + evaluation pipelines β†’ Personalization models β†’ Scalable inference systems

πŸ“Œ Production AI system used at global scale


🧬 Agentic AI "Operating System"

β†’ Agents + tools + memory β†’ Decision orchestration β†’ End-to-end automation

πŸ“Œ Transformed manual workflows into autonomous systems


☁️ Modular Serverless Platform

β†’ Multi-tenant architecture β†’ Event-driven systems β†’ Reusable modules

πŸ“Œ Faster product development + scalable foundation


🧠 How I Think

Agents β†’ Microservices with reasoning RAG β†’ Query engine for intelligence AI workflows β†’ Stateful systems with context


πŸ”₯ Now

  • Leading solutions architecture at Sprinklr as Lead Solutions Architect
  • Building agentic AI platforms
  • Exploring AI V2 for non-technical users
  • Designing structured prompt systems
  • Scaling voice + automation workflows

🀝 Let's Connect

If you're building:

  • AI products
  • Autonomous systems
  • Scalable platforms

Or trying to make AI actually useful in your company

Let's connect 🀝


⚑ Philosophy

Don't just build AI Build systems people can trust, use, and scale


⭐️ Always building. Always evolving.

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