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Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: Pull Shark

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exekerey/README.md

I build AI systems that integrate LLMs with search, data, and APIs.

Experience

AI Engineer — Blockchair

Worked on AI and backend systems, including:

  • Hybrid search and retrieval systems
  • LLM-powered customer-support tools
  • Natural-language-to-SQL agents for blockchain analytics
  • News similarity pipelines
  • Context-retrieval APIs for LLM applications
  • LLM evaluation and benchmarking

Projects

  • 3xpl mcp — MCP server for querying blockchain data across 48 chains.
  • hybrid search pipeline — Hybrid search pipeline combining Elasticsearch and Qdrant for Dateno.io
  • custom OCR pipeline — Document-understanding pipeline using LayoutLMv3, TrOCR, and an LLM. Presented at Decentrathon 4.0 hackathon, getting 3rd place.
  • IDE with NL to SQL — LLM-powered interface for querying SQL data in natural language. Presented for shai.pro hackathon.
  • CG black hole — OpenGL 4.1 C++ black-hole simulation.

Education

BSc Computer Science — Astana IT University
2023–2026

Thesis: Context-aware RAG for educational information retrieval using Bloom’s Taxonomy.

Also completed 01-edu program at alem.school during my main studies.

Contact

LinkedIn · Email

Full CV is available on request.

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