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ashkangoleh/README.md

Ashkan Golehpour

Data Engineer

Welcome!

Hello, I am Ashkan Golehpour, a seasoned Data Engineer. My career focuses on developing efficient, scalable, and robust data solutions that enable organizations to achieve their goals through data-driven decision-making.


πŸš€ About Me

I am a dedicated Data Engineer with a strong foundation in backend development and advanced data engineering practices. My expertise includes optimizing data pipelines, handling big data technologies, and leveraging modern tools to deliver seamless and efficient workflows.


πŸ’‘ My Expertise

Backend Development

  • Frameworks: FastAPI, gRPC, Celery.
  • Capabilities: Scalable and maintainable backend systems, RESTful APIs.

Data Engineering

  • Tools: Apache Airflow, Apache Kafka, MageAI, Redis, PostgreSQL, MongoDB, Clickhouse, Apache Iceberg, Dremio, Nessie, DuckDB.
  • Focus Areas: ETL/ELT pipelines, data ingestion, transformation, and efficient workflows.

Big Data Solutions

  • Technologies: Hadoop, Elasticsearch, MinIO, Apache Iceberg, Clickhouse.
  • Achievements: Streamlined processing of large datasets.

Database Optimization

  • Experience: PostgreSQL, MongoDB, Neo4j, MSSQL.
  • Optimization: Query performance, schema design, and indexing.

AI & Machine Learning

  • Specialties: LLMs (LangChain, OpenAI), intelligent systems.
  • Key Systems: Comment validation, trading strategies, dynamic Q&A.

Certifications & Badges


πŸ† Key Projects

Comment Validation Systems

  • Reduced manual intervention by 80% with an AI-based system.

Trading Strategies Optimization

  • Enhanced concurrency techniques leading to a 60% reduction in validation time.

Web Scraping Services

  • Built dynamic, scalable web scraping solutions for actionable insights.

Data Visualization Dashboards

  • Enabled data-driven decisions using tools like Metabase and Grafana.

πŸ› οΈ Tech Stack

Programming Languages

  • Python | Rust | Shell Scripting

Frameworks & Libraries

  • FastAPI | gRPC | Celery | Polars | pandas

Big Data & ETL Tools

  • Apache Airflow | Clickhouse | Elasticsearch | MinIO | Apache Iceberg | Dremio | Nessie | DuckDB

AI & ML Tools

  • OpenAI | LangChain | Ray

DevOps & Monitoring

  • Docker | Prometheus | Grafana

πŸ“ˆ Professional Journey

Data Engineer @ IFB (Oct 2024 - Present)

  • Migrated databases from MSSQL to Clickhouse.
  • Optimized Clickhouse for OLAP performance.

Data Engineer @ Bit24 (Jul 2023 - Oct 2024)

  • Implemented Apache Kafka for real-time data.
  • Streamlined dashboards with Metabase and Webengage.

Data Engineer @ NeverStopMedia (Boof.ai) (Jan 2023 - Jul 2023)

  • Built AI systems with LLMs and LangChain.
  • Integrated Elasticsearch for enhanced search performance.

Data Engineer @ Edgecom (Sep 2023 - Jan 2023)

  • Refactored legacy systems for optimized data workflows.

Data Engineer @ Digid (May 2023 - Sep 2023)

  • Enhanced cloud scalability and performance using GCP.

Data Engineer @ ArzDigital (Aug 2021 - May 2023)

  • Developed trading assistants and blockchain node architectures.

πŸŽ“ Education

  • Bachelor’s Degree in Software Engineering
    • The Azad Islamic University (Jan 2014 - Jul 2018)

🌐 Find Me Online

  • LinkedIn
  • Github
  • Medium

Ashkan’s GitHub Stats

Top Languages

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  1. fastapi_dynamic_routers fastapi_dynamic_routers Public

    FastAPI dynamic routers , keep codebase clean and organized

    Python 9 1

  2. CDC CDC Public

    JavaScript 3 2