I will build a secure local ai system for your private data

Stop sending sensitive enterprise data to third-party APIs.

If strict privacy policies dictate your data must remain on-premise, you need a locally hosted Retrieval-Augmented Generation (RAG) architecture. I build secure, high-performance AI infrastructure using open-source models (like gpt-oss) deployed via Ollama, ensuring zero data leakage and state-of-the-art semantic search.

What I Deliver:

• Zero-Trust AI: 100% local deployment. Your data never leaves your servers.
• Advanced Ingestion: Custom parsing and chunking for PDFs, databases, and proprietary data.
• Optimized Storage: High-speed vector retrieval via Milvus, Qdrant, or ChromaDB.
• Custom Retrieval: Hybrid Search & HyDE implementation to eliminate LLM hallucinations.
• Hardware Tuning: VRAM and compute optimization for maximum local efficiency.

Tech Stack: Python, LangChain, Ollama, HuggingFace, FastAPI, Docker.

Message me before ordering. I must audit your data volume and hardware constraints to guarantee the correct architecture.