Yerlen Rymkhan

@Artix

ML Engineer interested in new opportunities.

Astana IT University student aiming at ML Engineering position, have interests in math, ML, physics, robotics and open to new opportunities.

Career

Experience: 1 years

Experience

Machine Learning Engineer

AITU Digital Comitee

Feb 2026 — Present

Built an AI-powered RAG system with Qdrant and LLM orchestration to provide semantic search across university admission and administrative documents. Developed document ingestion and NLP parsing pipelines with Docling for semi-structured PDFs, including metadata-aware knowledge-base preparation. Implemented retrieval and LLM workflows to automate information retrieval and reduce manual handling of repetitive student inquiries.

Education

Big Data Analysis

Astana IT University

2025 — 2028