AI & ML interests
Agentic AI , AI Systems Architecture, Large Language Models (LLMs) , Autonomous Agents, Multi-Agent Systems, and AI Orchestration
Recent Activity
AISA — Agentic AI Systems Architecture
A unified reference architecture for designing, deploying, and governing agentic AI systems.
Recent advances in large language models have enabled agentic AI systems that can reason autonomously, plan actions, use tools, and interact with complex environments over multiple steps.
However, many agentic systems are still developed in fragmented ways,lacking a unified architectural framework that integrates reasoning, infrastructure, evaluation, governance, and ethical oversight.
AISA (Agentic AI Systems Architecture) introduces a layered conceptual framework that unifies agent design, tool execution, orchestration, continuous evaluation, deployment operations, and governance into a single coherent model.