Anil Atay
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AI Lab

Exploring AI from a software engineering perspective

Where I’m currently exploring AI — with the same engineering habits I apply to any other system: small experiments, tests and honest evaluation.

01 / AI Lab

Current focus

Agentic AI

Stateful, multi-step agent workflows with LangGraph.

  • LangGraph
  • Agent workflows

LLM Applications

Grounded LLM features: retrieval, tool calling and structured output.

  • RAG
  • Tool calling
  • Structured output

Azure AI

Azure AI services and AI agents, building on the AI-901 certification.

  • Azure AI services
  • AI agents

AI-assisted Engineering

LLMs inside the software development loop — planning, implementation, testing and review.

  • LLMs
  • Software development

02 / AI Lab

Active project

In developmentPrivate repository

KodSchmiede

Autonomous software engineering workflow

A local-first, autonomous software engineering workflow — a mini software factory built with LangGraph and Python tooling.

  • Python
  • LangGraph
  • FastAPI
  • Pydantic
  • asyncio
  • LLMs
  1. 1Plan
  2. 2Research
  3. 3Implement
  4. 4Test
  5. 5Review
  6. 6Iterate
The iterative loop KodSchmiede is built around.

03 / AI Lab

AI technologies

Open a technology to see where it was used professionally, in projects or in learning.

PythonProfessionalProjectCertified
Used professionally at
Sioux Technologies GmbH, Siemens A.Ş.
Learning & certification
PCAP, PCEP
LangGraphProjectLearningFocus
Projects
KodSchmiede
LangChainLearning
Azure AICertifiedLearningFocus
Learning & certification
AI-901, Azure AI Agents
LLM ApplicationsProjectLearningFocus
Projects
KodSchmiede
Learning & certification
Claude 101
FastAPI · Pydantic · asyncioProject
Projects
KodSchmiede

Learning path

Certifications and courses behind this work are listed on the Learning page.

Go to Learning

Download CV

The CV will be downloaded as a PDF file (ATAY_Anil_CV_Picture.pdf).

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