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aliozkanozdurmus/README.md

Product Owner | AI-Driven Product Delivery
LLMs / NLP / RAG • Data Platforms • Enterprise Automation • Sustainability (ESG)


GitHub Analytics


What I do best

Program Leadership AI-enabled Delivery Sustainability & Compliance
Roadmaps, governance, risk & budget Use-case discovery → MVP → rollout Traceability, reporting, policy-driven solutions
Agile/Waterfall in multinational setups NLP/RAG concepts, automation mindset Future-proof architecture decisions
Stakeholder alignment & execution Business analysis + delivery clarity Audit-ready documentation culture

Profile

I am a Product Owner focused on translating business goals into high-impact digital products.
I lead end-to-end delivery from discovery and roadmap strategy to launch and measurable outcomes.

I combine:

  • product ownership and execution discipline,
  • AI product thinking (LLMs, NLP, RAG, Computer Vision),
  • data platform architecture and analytics,
  • sustainability and compliance-aware decision making.

Executive Snapshot

Domain Impact
AI Product Adoption 50,000+ monthly AI queries across web and mobile
Cost Optimization 18% lower token usage via multi-model orchestration
Workflow Automation Up to 40% faster document extraction
Sustainability Ops 300+ textile materials digitized for traceability/certification
Reporting Efficiency 60% reduction in manual sustainability reporting

Tech Stack

Category Specialized Technologies
Programming Python (NumPy, Pandas, Scikit-learn), PySpark, SQL, JavaScript, TypeScript, Rust, Flask
AI & LLMs PyTorch, TensorFlow, LLMs (GPT, Claude, Llama, Mistral), LangChain, RAG, Ollama, HuggingFace
Data & Storage Snowflake, Databricks, PostgreSQL, MongoDB, Redis, Pinecone, Weaviate, ChromaDB
Engineering Airflow, Matillion, dbt, Kafka, SSIS, ETL/ELT, Docker, Kubernetes, Medallion Architecture
Cloud & Ops AWS (SageMaker, Lambda, S3), GCP (BigQuery, Vertex AI), Azure (ML Studio), Git, MLflow
Analytics & BI Looker, Power BI, Tableau, Plotly, A/B Testing, Statistical Modeling, Cohort Analysis

Certifications & Professional Development
  • AI Fundamentals and Applied AI Learning Path
  • Salesforce Admin
  • Six Sigma (Green Belt / White Belt)
  • Sustainable Manufacturing and Green Building
  • Leadership, Public Speaking, Body Language
  • Commercial Law, Financial Literacy, E-Commerce Security

Building practical AI products with measurable business outcomes.

Pinned Loading

  1. aliozkanozdurmus aliozkanozdurmus Public

    GitHub profile README for Ozkan Ozdurmus, Product Owner and AI solutions builder.

    2

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    TypeScript MCP server for AI-assisted search across Turkish case law and Yargitay precedents.

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  3. sustainability-project sustainability-project Public

    Audit-ready ESG reporting platform with deterministic multi-agent workflows, claim-level citations, TSRS/CSRD alignment, and board-ready dashboards.

    Python 1