Rauf Ibishov

ML Engineer · 3 yrs building search systems · MSc @ TUM

Based in Heilbronn, Germany. Building retrieval and ranking systems at Azerbaijan’s National AI Center. Starting my MSc at TUM Heilbronn — looking for werkstudent roles in NLP, search, or ML infrastructure.

Recent

Re-ranking LLMs in Production: Benchmarking Latency vs. Precision

5 March 2025·3 mins

Re-Ranking Cross-Encoder LLM Benchmarking RAG

Shrinking Transformers for Production: ONNX Export + Dynamic Quantization

10 February 2025·3 mins

ONNX Quantization Model Optimization DistilBERT Inference

Hybrid Retrieval: Combining BM25 and Dense Vectors for Production Search

15 January 2025·2 mins

NLP Information Retrieval SBERT BM25 RAG

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