Hey, I'm Kishore 👋 I'm a Data and AI Architect with 20+ years of experience designing enterprise-scale cloud and data platforms for Fortune 500 financial institutions, and more recently building production-grade agentic AI systems using Model Context Protocol (MCP) and multi-agent orchestration. I'm currently Founder & Principal AI Architect at Paytek AI, where I built a multi-agent platform that automates merchant onboarding and risk profiling with deterministic, compliance-ready execution. Before that, I was VP & Sr. Data Architect at JPMorgan Chase, where I led agentic AI and architected large scale cloud-native analytics platforms processing millions of transactions — and a Data Architect at AWS, advising Fortune 500 enterprises on cloud migration and data platform modernization. I work across the stack: AWS (EMR, Glue, Snowflake, Aurora), Spark/Kafka data pipelines, data governance and modeling, and hands-on agentic AI/LLM system design. On Topmate I offer: 🧠 1:1 mentorship — for engineers growing into AI/agent engineering, data architecture, or technical leadership 🔍 Code & design reviews — architecture checks for agent pipelines, data platforms, or system design 🎤 Mock interviews — for AI/ML, data engineering, and architecture roles Come with a specific problem — I like digging into real, concrete challenges over high-level theory.