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Tural Dadashov
@dadashovvvh
AI Engineer and RAG Specialist
Aserbaidschan
Englisch, Aserbaidschanisch, Türkisch
Über mich
I specialize in building private, on-premise AI systems using Ollama, Qwen, and FastAPI. My solutions keep your data 100% local – no cloud, no data leaks. I have hands-on experience with RAG pipelines, vector databases, and Docker deployment. Live demo available.
Kompetenzen
Tural Dadashov
offline •
Meine Dienstleistungen
KI-Integrationen
I will build a private local rag system with ollama and fastapi
Portfolio
Arbeitserfahrung
AI Systems Engineer
Self-Employed / Freelancer • Freiberufler
Dec 2023 - Present • 2 yrs 10 mos
Architected and deployed production-ready, on-premise RAG systems using Ollama, Qwen 2.5 (16k context), FastAPI, and Docker. Implemented hybrid retrieval (semantic + keyword search) with reranking, achieving 95% grounding accuracy and sub-500ms latency. Built secure API layers with zero data leakage – all processing runs locally, no cloud dependency. Developed document ingestion pipelines (PDF, Word, Excel), vector database integrations (Qdrant, pgvector), and source-citation mechanisms to eliminate hallucinations. Delivered end-to-end AI solutions for document Q&A, knowledge management, and business automation.
