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propaper12/README.md

Hey I'm Omer cakan

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🚀 About Me

I'm a Data Engineer and MLOps Architect with a knack for transforming complex data challenges into streamlined, self-healing solutions. With deep expertise in data pipelines and machine learning, I thrive on building real-time streaming systems and scalable Lakehouse architectures.

My goal is to build systems that don't just move data, but create environments where AI models can autonomously train, evaluate, and deploy in real-time. From raw ingestion to AI-ready datasets, I focus on scalable, resilient architectures.

  • 🏢 Currently: Architecting real-time streaming systems and studying Management Information Systems (YBS) at Istanbul Gelişim University.
  • 🌱 Exploring: Advanced RAG (Retrieval-Augmented Generation), AI Agents, and Medallion Architecture optimization.
  • 💬 Ask me about: Data pipelines, machine learning models, sub-5 second latency architectures, and distributed systems.
  • Fun fact: I treat my code like a high-frequency trading bot—every millisecond and every megabyte of RAM matters!

🛠️ Tech Stack & Infrastructure

Big Data & Streaming
Apache Kafka Apache Spark Apache Flink Apache Airflow dbt

Lakehouse, Storage & Databases
Delta Lake MinIO PostgreSQL TimescaleDB MongoDB Redis

MLOps, Backend & Observability
Python MLflow Docker AWS Prometheus Grafana Metabase


🚀 Featured Projects

Project Description Tech Stack
⚡ RadarPro Real-Time Crypto Intelligence API & MLOps Platform processing high-frequency data with sub-5 second latency. Kafka, Spark, Delta Lake, MLflow
🤖 GitLawb-AI-DocInsight Advanced AI Agent and RAG pipeline for intelligent document processing and semantic search. Kafka, MinIO, Qdrant, Ollama
📊 Verisepeti.net Comprehensive data analysis, ranking system, and visualization ecosystem. Python, SQL, BI Tools
🔬 1002-A Project Academic big data and analytics research project focusing on scalability. Data Science, Big Data

📊 GitHub Stats & Trophies

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🔗 Connect With Me

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  1. -AWS-Free-Tier-ile-Docker-Streamlit-Spark-MinIO-Proje-Kurulumu-rehberi -AWS-Free-Tier-ile-Docker-Streamlit-Spark-MinIO-Proje-Kurulumu-rehberi Public

  2. Real-time-Crypto-Intelligence-API-and-ML-Data-Feed Real-time-Crypto-Intelligence-API-and-ML-Data-Feed Public

    I decided to release this project as open source to contribute to the community." (Topluluğa katkı sağlamak için bu projeyi açık kaynak olarak yayınlamaya karar verdim.)

    Python

  3. Big_Data_S-mulator_Egitim Big_Data_S-mulator_Egitim Public

    Python

  4. binance-etl-assignment-M-lakat-devi- binance-etl-assignment-M-lakat-devi- Public

    Python

  5. global-energy-climate-data-engineering global-energy-climate-data-engineering Public

    Python

  6. Indian-Retail-Strategy-Hub Indian-Retail-Strategy-Hub Public

    Python