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batuhanep/README.md

Hi, I'm Batuhan

I'm a Senior Operations Specialist at Mindsite, working at the intersection of operations and tech.

What I'm working on

I support decision-making in operations through data-driven methods:

  • Using LLMs, embeddings, transformers, and RAG methods in day-to-day workflows
  • Web scraping and data collection with Python
  • Building a retrieve-and-rerank approach that combines lexical and semantic search to improve product matching and search
  • Extracting and analyzing data with SQL

Contact

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  1. hybrid-search-entity-resolution-with-bm25-transformers-llms hybrid-search-entity-resolution-with-bm25-transformers-llms Public

    High-precision record and entity resolution framework leveraging hybrid lexical-semantic search and deterministic LLM verification to minimize false positives.

    Python

  2. vlm-image-classifier-ocr vlm-image-classifier-ocr Public

    AI image classification pipeline using Qwen-2-VL

    Python

  3. keyword-analysis-with-transformers-and-tf-idf keyword-analysis-with-transformers-and-tf-idf Public

    Python

  4. data-science-projects data-science-projects Public

    Jupyter Notebook