13.07.2026 aktualisiert

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100 % verfügbar

Senior AI Engineer (GenAI) | Ex-CTO | prev: Bertelsmann SE, Universal Music, Samsung

Berlin, Deutschland
Weltweit
B.Sc. Computer Science
Berlin, Deutschland
Weltweit
B.Sc. Computer Science

Profilanlagen

cv_oguzhan_yayla_ai_agent.pdf

Über mich

Senior AI engineer and consultant since 15+ years in AI/ML.

Skills

Künstliche IntelligenzAutomatisierte Lager- und BereitstellungssystemePythonMachine LearningNeo4jGoogle CloudAzure Data FactoryPyTorchMulti-Agent SystemsGenerative AIBackendGoogle Cloud FunctionsAzure AKSServerless Computing
Production GenAI & LLM Systems: Harness design and engineering, Context and memory maangement. Agentic workflows for complex business logic. Privacy sensitive "company brain" implementations.

Backend & Infrastructure: Python (15+ years), FastAPI, AWS/GCS/Azure, Neo4j, GraphRAG, LangGraph, Lan gChain

Production Experience: 2 past AI companies with enterprise clients, freelance enterprise clients (Bertelsmann, Universal Music, etc.), Open-source AI memory layer for organisations with over 290+ stars on Github.

Erfahrung

Berufserfahrungmehr als 10 Jahre
Freelancer seit2017

Sprachen

DeutschGrundkenntnisseEnglischMuttersprache

Projekthistorie

Egregore Labs

Egregore Labs

Internet und Informationstechnologie

< 10 Mitarbeiter

Building egregore.xyz - Adaptive organizational infrastructure for human-AI teams — observes how they work and evolves their tools, memory, and workflows to fit.

Senior AI Engineer & Consultant

Mindly Space

Pharma und Medizintechnik

10-50 Mitarbeiter

Built and deployed a production AI therapy intake and therapist-matching assistant in 9 days for a mental health platform. Agentic chatbot using LangGraph, multi-LLM setup (cost-efficient + “thinking” model), tool calling for matching, FastAPI backend and Langfuse for observability, deployed on GCS with CI/CD.

Senior AI Engineer & Consultant

Bertelsmann SE & Co. KGaA

Medien und Verlage

500-1000 Mitarbeiter

Built “Smart Agency”, an agentic GenAI marketing product for Bertelsmann’s incubation unit targeting German Mittelstand. System analyses a company website, derives brand language & colours, then generates social media strategy plus posts/stories. Designed and deployed a serverless AWS backend (Lambda, ECS, API Gateway, DynamoDB, S3) with Python/FastAPI for production use.

Senior AI Engineer & Consultant

Peers Solutions GmbH

Internet und Informationstechnologie

10-50 Mitarbeiter

Improved an enterprise learning & upskilling platform by building a fine-tuned GPT-based skills engine for the German job market. Collected and curated German-specific roles/skills data, fine-tuned GPT for accurate skill extraction and learning path suggestions, and integrated it into the product (Python, OpenAI fine-tuning, FastAPI, PostgreSQL, Docker), leading to more relevant recommendations for better customer engagement and a stronger sales pipeline.

LACE – Founder & Lead Engineer (own product)

Internet und Informationstechnologie

Built and maintain LACE (meetlace.ai), a self-organising research companion and agentic knowledge graph (GraphRAG on Neo4j, embeddings, Tool calling, structural outputs, Langchain, FastAPI, React).

Co-Founder, CTO

Lucidminds AI

Internet und Informationstechnologie

10-50 Mitarbeiter

Lucidminds.ai

Co-Founder, Co-CEO

Green Unified Scenarios (GUS)

Internet und Informationstechnologie

< 10 Mitarbeiter

Consulting Data Engineer

Luko Insurance

Versicherungen

10-50 Mitarbeiter

Consulting Data Engineer

Universal Music

Medien und Verlage

1000-5000 Mitarbeiter

Consulting Data Engineer

Takeaway.com * Regenerative Economies
* Music Production Hired team of data engineers and re-designed, implemented the
* Mix-media Art global data infrastructure.
* Surfing

Consulting Data Engineer

upday for Samsung
Designed and implemented the big data infrastructure, analysis
and reporting for the News app that has over 1 mil. MAU.

Big Data Engineer

Treatwell UK

Software Engineer

Delivery Hero

Software Engineer

Ideal Wealth Managmenet

Portfolio


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