Full stack and AI engineer based in Erbil, Iraq. I ship LLM-powered products end to end, from fine-tuning and retrieval architecture through to production deployment.

Most recently I built GodFocus, a Bible search and RAG platform. I trained a QLoRA fine-tune and a DPO-aligned assistant, then trained a custom cross-encoder reranker and exported it to ONNX so it runs inline over a pgvector index. Plain vector search kept returning passages that were topically close but not what the reader actually meant, and the reranker is what fixed that.

I also lead engineering on ViaApp and Disciple One, an eight-repo discipleship platform covering...