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File 01 · Associate Technical Architect · Experion Technologies

Building
cloud-native
systems.

Solution architect who builds the platforms other teams build on. Eleven years across enterprise integration, multi-tenant SaaS and AI platform work, promoted through six roles at one firm into architecture ownership. Most recently a private AI agent platform on Azure AI Foundry for an Australian healthcare provider, and the clinical applications running on top of it. Works best where architecture meets hard constraint: data-sovereignty law, multi-tenant SLAs, offline-tolerant field operations, legacy systems coupled at the database layer. Also ships alone - a live AI resume platform and a paid production access-control integration, both designed, built and operated end to end.

Scroll for selected work
02At a glance

Over a decade of shipping production infrastructure for Azure, AWS, and everything that runs on top.

Years shipping
11+
Cloud platforms
2
Technologies
19+
Projects delivered
15+
03Filed under
  1. 01

    Taking RAG to Production: What Changes After the Demo Works

    A RAG demo that answers 20 questions is not a production system. Evaluation gates, tracing, permissions, injection defense, and safe reindexing close the gap.

    25 mins read
  2. 02

    The Anatomy of RAG: From Document to Cited Answer

    Ten named parts of a RAG system, each with its real data shape, what it connects to, and how it fails, traced through one policy question.

    25 mins read
  3. 03

    How AI Agents Talk to External Systems: Six Patterns and When to Use Each

    The model never touches the network. It emits a request and your harness acts. Six integration patterns answer what sits on the other side, and each one sets who owns the interface, where data lives, and how far a mistake can reach.

    33 mins read
04On record

Work highlights

012025 — present

Associate Technical Architect

  • Architected and built a private AI agent platform, now in production in the client's own Azure tenant on hub-and-spoke topology, giving business units self-service deployment of agents and the web applications consuming them - private networking, PHI handling, monitoring and audit are properties of the platform rather than problems each team solves again.
  • Built regulatory retention into the platform itself rather than leaving it to each application - logs held 90 days, other categories beyond 360 days, and records required for seven years - so a team shipping onto the platform inherits compliance instead of implementing it.
Azure AI FoundrySemantic KernelAzure Agent FrameworkMCPRAG
022022 — 2025

Technology Lead

  • Cut evaluation turnaround for campus-recruitment drives from roughly four hours to fifteen to twenty minutes per 300-400 candidate drive, by encoding Experion's own human scoring rubric into an agent that reasons over each candidate's resume, code-execution results, group-discussion signal and academic record.
  • Returned a review pool of 10-50 engineers, each spending 2-3 hours per drive, to delivery work by replacing manual per-candidate marking with the automated evaluator.
Azure Service BusBicepSingle-SPAReactInversifyJS
05From the workshop

Open source

Welcome to my personal corner of the web! Here, you'll find a blend of my professional journey, creative projects, and personal insights. Explore my portfolio, read my blog, and connect with me to collaborate or just say hello!

Python4Upd. Oct 2026

Claude Code plugin + Python CLI that keeps your career as a validated RDF graph and renders verified, ATS-safe resumes from it. Interview once; tailor forever.

atsclaude-codeclaude-code-plugin
PythonUpd. Oct 2026

Browser-based 1:N face identification PWA: on-device detection, tracking, quality gating, liveness/PAD, embedding and tiered matching (device shard → cloud). Next.js + ONNX Runtime Web (WebGPU/WASM) + Rust WASM kernels, FastAPI + PostgreSQL + Qdrant backend.

biometricscomputer-visionface-detection
TypeScriptUpd. Oct 2026
06Working with

Skills & tools

Cloud & DevOps9 items
  • AzureEXPERT
  • AWSADVANCED
  • DevOpsEXPERT
  • BicepADVANCED
  • TerraformADVANCED
  • KubernetesADVANCED
  • DockerEXPERT
  • AKSADVANCED
  • Azure DevOpsEXPERT
Backend5 items
  • C#EXPERT
  • PythonADVANCED
  • .NetEXPERT
  • SQL ServerADVANCED
  • EntityframeworkADVANCED
Frontend5 items
  • JavaScriptADVANCED
  • TypeScriptADVANCED
  • AngularADVANCED
  • ReactJSEXPERT
  • NextJSADVANCED
Daily tooling
Visual StudioVisual Studio CodeGithubAzure PortalAzure DevOpsJiraConfluence