Research & publications
Research
My research centers on reliability, evaluation, and guardrails for agentic AI and LLM systems in software and platform engineering.
CostAgent: Self-Improving Autonomous LLM-Based Orchestration for Cost-Optimal Cloud Data Processing at Scale
IEEE (IEEE Xplore)
A self-improving, LLM-based orchestration approach for cost-optimal cloud data processing at scale.
Multi-Agent Debate for Software Architecture Governance: A Framework for ADR Generation, Risk Review, and Deployment Readiness
International Journal of Engineering Development and Research (IJEDR), Vol. 14, No. 2
A multi-agent debate framework for software architecture governance — automating ADR generation, risk review, and deployment-readiness assessment.
Accepted for presentation — 2026 IEEE GAISS
2026 IEEE Global AI Summit & Symposium (GAISS)
Accepted for presentation. Title withheld pending publication.
Accepted for presentation — 2026 ICERA
2026 International Conference on Electronics, Robotics and Automation (ICERA)
Accepted for presentation. Title withheld pending publication.