Selected Works.
A collection of high-impact architectures, spanning Generative AI pipelines to global SaaS infrastructure.
How a Global Logistics Operator Connected 14 Internal Systems to Governed AI Agents via Private MCP
A global logistics enterprise connected SAP ERP, WMS, and ITSM to governed AI agents using outbound-only MCP tunnels—cutting order exception resolution from 4.2 hours to 38 minutes without opening firewall ports.
ITSM Domain Shift - How an Enterprise MSP Cut MTTR by 52% with Governed Service Agents
Agent Governance - How a Global Insurer Built a Registry and Cut Shadow AI Incidents by 78%
Proof-of-Impact - How a Mid-Market Manufacturer Retired 16 AI Pilots and Scaled 4 Agents to P&L
CRM Transformation - How a B2B SaaS Vendor Compressed Lead-to-Cash Cycle by 41% with Agentic Workflows
Deterministic Permissioned Autonomy: How a Fortune 500 Fintech Hardened 5,000 Autonomous Agents Using Agentic Zero-Trust
How a global fintech secured 5,000 autonomous agents using the Agentic Trust Framework (ATF), MCP tool-gating, and identity-first security architectures.
The Self-Healing Supply Chain: From Passive Record to Autonomous Action
How a global manufacturing leader transitioned from a static legacy ERP system of record to a composable, autonomous supply chain mesh, reducing stockouts to <0.8% and driving OEE to 89%.
EHR-Native Intelligence: Ambient Copilots and Clinical-Grade Governance
How a major hospital network integrated ambient AI scribes and clinical decision support into their EHR, reducing charting latency from 4 hours to 30 minutes daily.
Healthcare Operations - How a Regional Hospital Cut Nurse Overtime by 35% Using Automated Resource Allocation
Omnichannel Retail & CDP Integration - Unifying 2 Million Customer Profiles in 90 Days
Financial Services - How a Tier-2 Bank Reduced Fraud False Positives by 95% Using Machine Learning Anomaly Detection
Autonomous Fraud Forensics: Neutralizing $40M in Synthetic Identity Theft
How a top-tier FinTech transitioned from rules-based detection to adaptive behavioral biometrics, achieving 99.9% detection accuracy against synthetic identity theft.
Manufacturing ERP Modernization - How Predictive Maintenance Saved a $120M Automotive Plant
Result-Driven
LLM Evaluation Strategies: Architecting Industrial Truth
llm evaluation strategies: In the 2026 AI era, evaluation is the ultimate differentiator. Discover the G-Eval and RAGAS frameworks we use to ensure hall...
Production LLM Architecture: Engineering for Enterprise Reliability
production llm architecture: Discover the architectural principles required to move LLM applications from playground to production. Learn about high-ava...
LLM-Driven Legacy Modernization: From Monolithic Technical Debt to AI-Agile Architecture
llm legacy modernization: How we leveraged LLMs and Symbolic Parsing to modernize a 20-year-old Java monolith, reducing cyclomatic complexity by 80% and...
Beyond Vector Search: Building a 99.8% Accurate GraphRAG System for Legal Tech
graphrag enterprise implementation: How we replaced generic Vector Search with an advanced GraphRAG architecture for a global Legal Tech enterprise, ach...
From Chatbots to Swarms: Achieving 85% Deflection with Autonomous Agentic Support
autonomous agentic support: How we implemented a multi-agent swarm architecture for a global e-Commerce leader, achieving 85% ticket deflection and 70%...
Enterprise AI Transformation: From PoC to Production
enterprise ai transformation: How a Global Fintech Innovation Hub moved 14 AI PoCs to production in 12 months, cutting infrastructure costs by 40% throu...
AI Agents Architecture: Orchestrating Autonomous Workflow Ecosystems
ai agents architecture orchestration: As the Solution Architect, I engineered a multi-agent orchestration framework that transformed manual document pro...
GenAI ROI Recovery: How a Global Financial Institution Achieved $14M Annual Savings
genai roi recovery financial services: As the Technical Project Manager and Solution Architect, I successfully managed, delivered, and architected the e...
GenAI for Finance: Scaling Secure Intelligence at Global Scale
gen-ai-finance-scaling: How we architected a Sovereign AI framework for a multi-billion dollar Fintech hub, enabling secure high-frequency data analysis...