Cloudflare Workers AI Edge Node
Blazor WASM application deployed to Cloudflare's global edge network executing stateful multi-agent telemetry workflows via Microsoft Semantic Kernel.
Executive Profile & Systems Philosophy
Senior Systems Architect and AI Solutions Consultant with 20+ years of engineering experience spanning hardware failure analysis, manufacturing test automation, enterprise .NET financial software, telecom infrastructure, and modern cloud-native AI architecture. Specialized in designing deterministic, auditable data pipelines, hybrid RAG systems, and multi-agent command nodes that safely bridge legacy enterprise infrastructure with production AI workflows.
Technical Core Stack
Architecture & Cloud Systems
- N-Tier Architecture & Microservices
- Cloud-Native Multi-Agent Orchestration
- Azure Static Web Apps & Azure AI Foundry
- Cloudflare Workers AI Edge Inference
AI & Data Engineering
- Hybrid-RAG (Pinecone / pgvector / FastEmbed)
- Agentic Workflows (Microsoft Semantic Kernel)
- Layout-Aware Semantic Chunking (PyMuPDF)
- QLoRA Fine-Tuning (PEFT) & Python ETL
Software & Databases
- C# / .NET 9 Core & Blazor WASM
- Python (Pandas, PyTorch, Chroma)
- PostgreSQL, T-SQL / SQL Server, DB2
- RESTful Web APIs & Legacy Migrations
Governance & Leadership
- CAPM Project Management (PMI Certified)
- Business Analysis & Data Lineage
- Hardware Diagnostics & Failure Analysis
- Offshore & Cross-Functional Team Leadership
Live Multi-Cloud Deployments
Production WebAssembly command applications showcasing multi-agent orchestration, edge inference, and deterministic governance:
Azure SWA & AI Foundry Gateway
Enterprise cloud gateway hosted on Azure Static Web Apps orchestrating sequential multi-agent reasoning across tiered LLMs (gpt-5-mini / gpt-4-mini).
Featured Master Repositories
Key N-Tier and Applied AI systems engineered during my technical residency (hosted on GitHub):
| Repository / System | Architecture Highlights | GitHub Repository |
|---|---|---|
| Digital Signal Dashboard UI | Blazor Server / .NET 9 operator interface serving as the diagnostic console for local RAG, QLoRA, and agentic telemetry reasoning. | GitHub Repo |
| Digital Signal Telemetry System | Fully local Python ecosystem with Chroma vector DB and fine-tuned Mistral-7B specialist model executing diagnostic loops. | GitHub Repo |
| RAG Enterprise AI | Decoupled Hybrid-RAG platform combining FastEmbed dense vectors and BM25 sparse indexing with a .NET 9 API Gateway. | GitHub Repo |
| Agentic Intelligence Gateway | N-Tier specialist command center bridging .NET 9 Blazor with a fine-tuned TinyLlama model via Semantic Kernel. | GitHub Repo |
| ERCOT Grid Analytics Warehouse | N-Tier analytical platform integrating Python ETL, dimensional PostgreSQL warehouse, and .NET 9 service layer for 1-GW datacenter cost modeling. | GitHub Repo |
| Construction Predictive Maintenance | .NET 9 + PostgreSQL + Python telemetry engine synthesizing 16,500+ logs for predictive equipment failure analysis. | GitHub Repo |
Core Career Trajectory
| 2026 – Present | Innovation World Services LLC Senior Systems Architect & AI Solutions Consultant. Delivering cloud-native N-Tier architectures, multi-agent gateways, and legacy modernization roadmaps. |
| 2025 – 2026 | Technical Residency (Systems Architecture & AI) Executed an intensive 18-month residency engineering 6 production-grade N-Tier repositories spanning C#/.NET 9, Python, PostgreSQL, and local Applied AI. |
| 2022 – 2025 | Hamilton Point Investments / Mayfair Management Group Construction Maintenance Supervisor. Applied CAPM project management to lead facility infrastructure upgrades, low-voltage security networks, and vendor execution. |
| 2015 – 2019 | Performance Radio LLC Principal / Telecom & Networking Services. Founded consultancy delivering IP camera systems, multi-site VoIP, custom LAMP-stack web apps, and wireless/wired network infrastructure. |
| 2005 – 2014 | Fiserv Inc. Programmer Analyst II – Banking Platform Solutions. Led .NET-to-DB2 legacy data migrations, authored high-stakes SQL stored procedures, and coordinated distributed sprints with offshore India engineering teams. |
| 2000 – 2005 | Micropolis Corporation Manufacturing Test Engineer. Built automated test software, conducted micro-level electronics failure analysis, and optimized high-volume production yield in Singapore & Thailand. |
Education & Credentials
- Bachelor of Science in Computer Science — California Lutheran University
- CAPM (Certified Associate in Project Management) with Business Analytics — Project Management Institute
- Python for Data Analytics Certificate
Connect
Available for Senior Systems Architect, AI Solutions Architect, Senior Data Engineer, and N-Tier Consulting engagements (Contract W-2/1099, Direct Hire, Hybrid/Remote):