Islam Asylbaev

Focused on Python, FastAPI, LLM applications, RAG, Qdrant, embeddings, vector/semantic search, reranking, prompt engineering, AI assistants, and local/open-source LLM integration. Built enterprise multilingual RAG systems over internal documents and business workflows, and evaluated Qwen and DeepSeek for answer quality, grounding, latency, and production suitability. Strong backend and production foundation across REST APIs, PostgreSQL, Kafka, Redis, Docker, Kubernetes, Linux, CI/CD, observability, and end-to-end troubleshooting.