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Sanitized Enterprise Case Study
Production AI / GenAIIndependent Systems Engineering

ChatQ — Enterprise RAG Microservices Engine

High-accuracy contextual Q&A microservice combining dense vector search and sparse lexical retrieval.

RoleLead AI/ML Systems Engineer
DomainEnterprise AI / Fintech
StatusProduction Design
ContextRegulated Workflows

ChatQ Architecture Overview

ChatQ is a high-performance, containerized retrieval engine designed for zero-downtime enterprise knowledge extraction.

Core Technologies & Architecture Concepts

PythonFastAPIFAISSElasticsearchGPT-4 / LLaMA-2PyTorchDockerCUDA