Research & Development

Large Language Models & Agentic AI

Research interest · Evidence-led investigation · Practical prototyping

Investigating language models, knowledge-grounded AI, and intelligent agents that can support complex tasks and connected workflows.

Discuss Research Collaboration
Research methods and engineering experimentation

Research Topics

Questions and Methods We Explore

Large language models
Retrieval-Augmented Generation
Agentic AI architecture
Multi-agent collaboration
Tool-using systems
Knowledge retrieval
Workflow orchestration
Agent evaluation
Human-in-the-loop systems
AI safety and reliability

Verified Technology Context

Relevant Tools and Platforms

LLM APIsFastAPIVector databasesRAGn8n

Technologies are selected according to the research question, available evidence, hardware constraints, and evaluation requirements. Listing a technology does not imply a completed result.

Related Documented Activity

Existing Records and Frameworks

All research areas