Technical Writing & Research

Engineering articles, peer-reviewed research, conference publications, accepted manuscripts, and technical community contributions focused on distributed systems, cloud-native architecture, reliable AI, cybersecurity, and agentic AI governance.

Published Research

Published · IEEE Xplore

The Hidden Cost of AI Systems: Latency Amplification, Retries, and Cascading Failures in Production

IEEE SmartCloud 2026

Published in the 2026 IEEE 11th International Conference on Smart Cloud (SmartCloud).

The work examines production AI reliability challenges including latency amplification, retry storms, cascading failures, and resilient architecture patterns.

IEEE Xplore Document: 11638708

View Publication on IEEE Xplore

Accepted Conference Research

Accepted · IC-SQITS 2026

Weight-Only Spectral Detection of Neural Network Overfitting Using Random Matrix Theory

Accepted for publication in the proceedings of the First International Conference on Secure Quantum Intelligence and Trusted Systems.

The work investigates weight-only spectral indicators for neural-network overfitting detection using Random Matrix Theory.

San Antonio, Texas · December 10–11, 2026

Accepted · Oral Presentation · Awaiting Indexing

Toward Trustworthy Enterprise AI Agents: A Human-Governed Runtime Architecture for Secure Execution

Cyber-AI 2026 research on human-governed runtime architecture for trustworthy enterprise AI agents, emphasizing policy enforcement, controlled execution, security, and human oversight.

Accepted · GAISS 2026

Design and Implementation of Secure Agentic AI Systems Using Token Vault Architecture for Real-Time Enterprise Applications

Research focused on secure agentic execution, credential isolation, token vault architecture, controlled access, and auditability.

Accepted Research

Accepted · Awaiting Indexing · AISRI 2026

Policy-Driven Runtime Governance for Secure and Trustworthy Enterprise Agentic AI

Accepted for presentation and publication at the International Symposium on AI and Cyber Security Research and Innovations. Proceedings indexing is pending.

The research presents a policy-driven runtime governance architecture emphasizing policy enforcement, governance controls, human oversight, auditability, and secure agent execution.

Proceedings indexing is pending.

Active Research & Conference Work

Submitted · ICAIC 2027

Cyber-Resilient Edge-Cloud Microservices: AI-Driven Decentralized Anomaly Detection and Root Cause Localization Using Graph Neural Networks

Research exploring graph-based dependency modeling, decentralized anomaly detection, cyber resilience, and root-cause localization across distributed edge-cloud microservice environments.

Submitted · ICMACC 2026

Observability-Driven Failure Containment in Distributed Systems: An Experimental Study of Retry, Circuit Breakers, and Latency Amplification

Experimental work examining failure containment, retry behavior, circuit breakers, observability, and latency amplification in distributed systems.

DZone Publications

July 2026

Why Push-Based Systems Fail at Scale — and How Hybrid Fan-Out Fixes It

An examination of fan-out pressure in push-based architectures and how hybrid delivery models improve scalability while reducing infrastructure pressure.

June 2026

Every Cache Miss Is a Tiny Tax on Your Performance

Why cache misses increase latency, backend load, and infrastructure cost, and how cache-hit optimization improves performance at scale.

May 2026

From Monolith to Microservices: Practical Lessons From Real System Modernization

Engineering lessons from modernizing enterprise systems toward scalable cloud-native and microservice architectures.

DZone Profile: View Technical Articles

LinkedIn Newsletter

Reliable AI Systems

A continuing engineering newsletter focused on building dependable AI systems for production environments.

LinkedIn: Professional Profile & Newsletter

Engineering Writing

Substack

Long-Form Engineering Articles

Articles covering distributed systems, production AI, software architecture, reliability, scalability, and enterprise engineering.

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Medium

Technical Publications

Engineering articles exploring AI systems, observability, architecture patterns, distributed systems, and production failure modes.

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Professional Service, Reviewer Roles & Technical Program Committees

IEEE Senior Member

IEEE Senior Member

Elevated to the grade of IEEE Senior Member in September 2026, recognizing significant professional experience and technical contributions.

Session Co-Chair

Cyber-AI 2026

Served as Session Co-Chair, supporting session coordination and technical program delivery.

Reviewer

IEEE Access

Reviewer service covering four IEEE Access manuscripts.

Reviewer

ICAIC 2027

Reviewer supporting technical evaluation of AI and cybersecurity research submissions.

Reviewer Service Completed

AISRI 2026

Completed assigned peer-review service for AISRI 2026.

Program Committee

IEEE BigData 2026

Program Committee Member for the IEEE International Conference on Big Data 2026, supporting peer review and technical evaluation of research submissions.

August 2026–Present

Program Committee

MIWAI 2026

Program Committee participation supporting peer review and evaluation of research in artificial intelligence and related computing disciplines.

Program Committee

IC-SQITS 2026

Program Committee Member for the First International Conference on Secure Quantum Intelligence and Trusted Systems.

Reviewer

IC-SQITS 2026

Reviewing research involving trustworthy AI, cybersecurity, adversarial machine learning, autonomous systems, and intelligent security architectures.

Reviewer

ICMACC 2026

Invited reviewer for the 2026 International Conference on Advances in Computing, Communication and Materials.

External Reviewer

GAISS 2026

External reviewer / subreviewer contributing to the evaluation of research related to generative AI, security, and trustworthy AI systems.

Research & Engineering Focus

Reliable AI Systems

Production AI reliability, latency, failure containment, retries, fallbacks, and resilient AI architecture.

Agentic AI Security & Runtime Governance

Secure agent execution, policy-driven runtime governance, credential isolation, human oversight, auditability, and trustworthy enterprise AI.

Distributed Systems

Microservices, failure propagation, scalability, observability, distributed architecture, and resilience.

AI-Driven Operations

Anomaly detection, root-cause localization, graph-based dependency analysis, and intelligent observability.

Academic & Publication Profiles