Agentic Workflow Compiler
A conversational engine that elicits a use case and compiles it into a validated, executable workflow — five-phase pipeline, LLM structured outputs, streaming, and a visual node editor.
Python · FastAPI · Next.js · GPT-4o
I'm Tim Iordan — I build agentic AI systems end-to-end, and the automation, tooling, and quality engineering that keep them reliable. From LLM orchestration to full-stack delivery, I take ideas from prototype to production.
AI events analyzed for reliability
automated tests authored
systems designed, built & shipped
Available for select engagements. I design and build AI systems — and the automation and quality engineering that make them dependable.
What I do
Designing and building agentic systems that use AI properly — LLM orchestration with structured outputs, streaming, retrieval, and evaluation loops. Turning models into products that behave predictably in the real world.
Building production systems end-to-end — services and APIs in Python and C#/.NET, web and mobile front-ends, data pipelines, and the internal tooling and automation that make delivery fast, repeatable, and hard to break.
Multi-layer automation frameworks, requirement-to-test traceability, defect automation synced to issue trackers, and audit-grade reporting — regression running on a scheduled CI/CD cadence so releases ship with confidence.
Instrumenting production AI, profiling hundreds of thousands of events to find failure modes, and building gold-standard evaluation suites with LLM-reviewed ground truth that catch model drift before it reaches users.
Selected work
A conversational engine that elicits a use case and compiles it into a validated, executable workflow — five-phase pipeline, LLM structured outputs, streaming, and a visual node editor.
Python · FastAPI · Next.js · GPT-4o
A 900+ sample, 21-category gold-standard suite with LLM-reviewed ground truth that auto-asserts across detection, classification, matching and OCR — catching drift before release.
Python · pytest · Vision ML
A modular, multi-layer automation framework for a large institutional platform: requirement-test traceability, issue-tracker-synced defect automation, scheduled regression, and audit/compliance reporting.
UiPath Test Suite · Jira · CI/CD
Production REST + gRPC services for pipeline storage, validation and caching on a provider-agnostic ORM across two database engines, with async validation and webhook cache invalidation.
C# · .NET · gRPC · Redis
A browser-automation framework that crawls dynamic UIs, uses multi-signal oracles (API, route, DOM, overlay) to confirm real interactions, skips destructive controls, and reports flaky elements.
Playwright · TypeScript
A privacy-first, cross-platform app that runs multiple OCR engines on-device and merges them by majority vote, with duplicate detection, categorization, and one-tap accounting exports.
Flutter · Dart · On-device ML
Toolkit
About
Tim Iordan · Founder, I Warden Corp.
I design and ship agentic AI systems and the full-stack engineering around them, and I've directed AI teams doing the same. I'm equally at home wiring up an LLM orchestration pipeline, shipping a .NET or Python service, or building the automation and evaluation that prove it all holds together.
What I care about is using AI properly — with the guardrails, tests, and observability that turn an impressive demo into dependable software. That's what I Warden is about.
Contact
Scoping a first AI agent, hardening one that's already live, or standing up a QA practice that scales — I'd be glad to help.