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ajaxbeats

Andrew L

@ajaxbeats

AI Systems Architect

United States
English
About me
I am an AI Systems Architect & Data Optimization Specialist. If your Custom GPT, RAG pipeline, or AI Agent is hallucinating or costing too much in API fees, the problem isn't the AI—it's the messy data you are feeding it. I use custom extraction algorithms to transform your unstructured corporate data (PDFs, wikis) into dense, highly efficient AI Rulesets (.mem files). This reduces token costs by up to 98% and eliminates hallucinations by giving the AI strict, hierarchical logic. I am also the creator of the AjaxSpeaks Autonomous AI Swarm architecture.... Read more

Skills

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ajaxbeats
Andrew L
Offline • 

See my services

AI Technology Consulting
I will reduce your ai API costs in half with context optimization
From$250 / projectMore details

Portfolio

Work experience

Remotasks

Lead Systems Technician & IT Consultant

Remotasks • Self-employed

Feb 2009 - Present • 17 yrs 6 mos

Present Engineered high-performance computing environments for Music Producers, Recording Engineers, and Video Editors, ensuring zero-latency system performance during intensive media rendering. Conducted advanced troubleshooting, root-cause diagnostics, and rapid disaster recovery to prevent critical data loss for high-profile client projects. Executed hardware/software cloning and system architecture deployments. AI Systems Architect (Creator of AjaxSpeaks) AjaxSpeaks 2026 Designed and orchestrated a 4-Tier Agentic Swarm (Gemini Manager, Claude Tech Lead, DeepSeek Worker, Qwen Headless) for autonomous problem-solving. Built batch-processing pipelines to mathematically compress thousands of pages of unstructured data into high-signal AI Rulesets, reducing token consumption by up to 98%.