Moving beyond single-prompt chatbots into self-directed agent loops, multi-agent coordination, and custom Generative AI architectures[cite: 6, 7]. Designed for tool calling, automated planning, enterprise RAG, and deterministic business execution[cite: 6].
Designing goal-directed autonomous agents equipped with memory, dynamic planning, reflection loops, and safe deterministic tool execution[cite: 6].
Developing high-precision enterprise generative architectures, contextual Retrieval-Augmented Generation (RAG), and model fine-tuning[cite: 7].
Parsing unstructured user goals, grounding input with vector context, and setting explicit constraints.
Breaking complex multi-step objectives into discrete sub-plans and selecting appropriate tools.
Invoking external APIs, running database queries, and evaluating output against acceptance criteria[cite: 6].
Validating output against safety policies and refining responses prior to user delivery[cite: 6].
Authorized via Microsoft & Simplilearn[cite: 6]
Executive Signoff: Krishna Kumar, CEO[cite: 6]
Purdue University Online & Simplilearn[cite: 7]
Certificate ID: 170271486[cite: 7]
Submit system parameters for autonomous agents, RAG integrations, or custom LLM workflows.