Dustin Winkler

Mathematical Azure resource naming convention that scales endlessly across regions. Extracts subscription identity to produce globally unique, human-readable names without external databases. Compliant with all character-limited resources.

Eight-page progressive wizard that generates validated Azure Bicep templates for VM deployments following Front9/Back9 naming conventions. Real-time validation against Azure naming constraints, optional resource toggling, cost estimation.

Conversational AI application integrating GPT-4o-mini via Azure Functions. Demonstrates serverless AI integration patterns with a React frontend — cost-efficient, stateless, deployable in minutes.

Semantic job matching pipeline using LangChain and ChromaDB. Four-stage RAG pipeline with vector similarity search, LLM reasoning, culture scoring, and salary analysis. 90% cost reduction achieved via caching and model selection.