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TopStar AI

Automation-focused AI Developer specializing in production LLM agent systems — tool-calling agents, multi-step orchestration, and RAG pipelines over vector databases

Education

National Autonomous University of Mexico

Pronouns

10+ years full-stack, the last several building agentic AI wired directly into live systems

Understanding Data Accuracy Meaning: Best Practices for Engineers

Understanding Data Accuracy Meaning: Best Practices for Engineers

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Loop Engineering

Loop Engineering

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Understanding Data Visualization Benefits for Data Engineers

Understanding Data Visualization Benefits for Data Engineers

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I ran local LLMs on my phone for a week, and now my desktop setup feels like overkill

I ran local LLMs on my phone for a week, and now my desktop setup feels like overkill

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🚀 At TopStar AI, we build real-world AI & Web3 systems that scale

🚀 At TopStar AI, we build real-world AI & Web3 systems that scale

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Best Python AI Frameworks in 2026

Best Python AI Frameworks in 2026

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Stripe Projects adds new agent integrations, more providers, and custom developer controls

Stripe Projects adds new agent integrations, more providers, and custom developer controls

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