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I have hands-on experience building AI-powered systems rather than labeling data for them, which is a different but complementary skill set.mY work at PaltextAI involves building LangChain-based AI agent systems, and across MY portfolio projects i've integrated the Anthropic Claude SDK into production applications including Predchain (AI-powered market resolution), TrendScout (AI content intelligence pipeline), AsoAudit (Mastra AI agent), and Axo Lab Analyzer (biomarker extraction). This gives me strong applied intuition for how AI models consume structured inputs, where model outputs break down, and what well-formed training signals look like. While I haven't held a dedicated AI trainer or data annotation role, my engineering depth across agent architectures, prompt design, and AI output evaluation means I understand the quality bar that good training data needs to meet arguably a stronger foundation than someone who has labeled data without understanding the systems downstream.
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Senior Full-Stack Developer
Senior Web3 Full-Stack Developer