Dustin Winkler

Azure Solutions & Cloud Architecture

Human Architected • Collaborative Design • AI-Augmented Development

Human Architected • AI-Augmented

Front9/Back9 Algorithm

Subscription-scoped Azure resource naming

A unique naming algorithm that solves Azure's inconsistent resource naming constraints. Extracts subscription identity (first 9 + last 9 characters) and adapts it to each resource type's requirements, creating globally unique, human-readable names without external databases.

Azure JavaScript Naming Convention
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Human Architected • AI-Augmented

Bicep Builder

Azure VM Bicep template generator

Interactive web wizard for generating validated Azure Bicep templates. Streamlines VM deployment with a multi-step interface that validates naming conventions, configures resources, and exports production-ready infrastructure-as-code templates.

Azure React Bicep IaC
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Human Architected • AI-Augmented

Office AI Panel

Get advice from The Office characters powered by AI

Interactive web app where you select 3 characters from The Office TV show and ask them a question. Each character responds with their unique personality using GPT-4o-mini, featuring a two-round debate format: initial reactions followed by consensus building. Powered by Azure Functions and OpenAI.

Azure Functions React OpenAI Python
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Human Architected • AI-Augmented

RAG Job Search

AI-powered semantic job matching with intelligent enrichment

Production-ready AI job matching system using RAG, vector search, and LLM reasoning to find AI/ML roles. Features semantic search with ChromaDB, culture matching, salary analysis, and automated scraping. Optimized from $50-100/month to $3-5/month through smart caching and selective LLM analysis.

LangChain ChromaDB FastAPI RAG
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Human Architected • AI-Augmented

AI-Augmented Development

Building production systems in days, not weeks

Case study demonstrating strategic AI collaboration for enterprise cloud architecture. Built production-grade serverless monitoring platform in 4 days using Claude/GPT-4 for code generation, debugging, and architecture analysis. Achieved 80 hours saved, 2000x ROI, zero security vulnerabilities.

Azure Functions AI Collaboration Python Case Study
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