At Eluvium AI, I designed and built human-customizable LLM agent workflows with LangChain, cutting procurement cycle times by 70%. I also instrumented agent behavior with LangSmith and built a document ingestion pipeline and RAG layer over pgvector.
At Seckin Publishing, I pretrained and fine-tuned BERT models for Turkish legal document search, improving retrieval quality by 15% over exact-match techniques. I’ve also implemented a ColBERT retrieval architecture in PyTorch and developed a real-time indoor positioning system with Eczacıbaşı.
