
Faizdevloper
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Experiência profissional
Full Stack AI Engineer
SYSTEMIQ • Período integral
Nov 2020 - Present • 5 yrs 8 mos
Architected and deployed production-ready, multi-agent conversational platforms using LangChain and LangGraph, wrapping advanced AI logic into scalable FastAPI backend services. Engineered end-to-end RAG pipelines connecting high-performance vector databases with unstructured knowledge bases, designing efficient data schemas and streaming ingestion workflows. Developed full-stack streaming interfaces using modern web technologies, incorporating Server-Sent Events (SSE) and WebSockets to deliver real-time, token-level UI rendering for seamless user experiences. Optimized system latency and response accuracy by tuning embedding models, implementing advanced prompt engineering frameworks, and structuring deterministic JSON outputs for reliable frontend state management. Managed cloud-native deployments on AWS by containerizing services with Docker, setting up robust API gateways, and implementing observability patterns to monitor system health and LLM token usage.