
Faizan M
AI Systems Architect, Autonomous Agents, MCP Servers, GraphRAG, Claude, n8n
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Work experience
Senior Lead AI Engineer
Techlogix • Part-time
Nov 2023 - Present • 2 yrs 10 mos
Industrial Vision Systems: Architecting scalable computer vision pipelines and predictive models designed for mission-critical enterprise deployment. High-Performance Pipelines: Engineering the structural reliability of AI models to ensure 100% data integrity and high-performance execution.
Senior AI Systems Architect
Upwork • Freelance
Mar 2023 - Present • 3 yrs 6 mos
Architecting and deploying production-ready autonomous multi-agent systems, custom Model Context Protocol (MCP) integrations, and zero-hallucination GraphRAG pipelines for US and European enterprise clients. Key Responsibilities & System Delivery: • Multi-Agent Automation: Engineered self-healing agentic swarms using LangGraph and CrewAI with stateful memory and human-in-the-loop validation, eliminating 20+ hours/week of manual triage per client. • Enterprise Middleware: Built secure, SOC2-compliant custom MCP servers in FastAPI to safely interface proprietary SQL/vector databases with Claude and custom LLM interfaces. • Workflow Recovery & Optimization: Diagnosed and refactored fragile enterprise n8n workflows, reducing token overhead by up to 40% and eliminating API timeouts.
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stacicjackson

United States
Faizan is fantastic! He jumped in, diagnosed a broken n8n AI workflow, and got the entire automation running smoothly in no time. Great communication, highly skilled, and super easy to work with. Will definitely hire him again for future automation projects! Highly recommended!
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