CG

Carlos Garavito

AI Engineer

AI Engineer with 5 years of full-stack experience, specializing in multi-agent architectures, LLM orchestration, and production AI systems. I build intelligent agents that actually work — tool-calling, memory systems, autonomous planning — not just chatbots.

Master's in Cloud Computing & AI. Shipping production systems with TypeScript, Python, and cloud-native infrastructure (AWS, GCP, Kubernetes). Pragmatic approach: I prioritize solutions that work in production over theoretical prototypes.

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3980 contributions in the last year
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Experience

  • Designed and implemented AI agents with multi-agent architecture: tool-calling, memory systems, and autonomous planning
  • Built evaluation systems (evals) with Braintrust to measure output quality and detect regressions
  • Implemented production patterns: rate limiting, model fallbacks, robust error handling
  • Integrated MCPs for automated database operations via agents
  • Scalable backend architecture with Next.js, tRPC, MySQL and Cloudflare R2
  • Analytics dashboards with PostHog for user tracking and AI product metrics
Next.jstRPCTypeScriptBraintrustCloudflarePostHogDocker

Blogs

Building Multi-Agent Systems with LLMs
Feb 20262 min read
aiagentsllmarchitecture

Skills & Technologies

Multi-Agent SystemsLangChainLangChainVercelAI SDKRAGVector DatabasesBraintrustBraintrustTypeScriptTypeScriptPythonPythonNode.jsNode.jsBunBunNext.jsNext.jsReactReacttRPCtRPCHonoHonoPostgreSQLPostgreSQLMySQLMySQLMongoDBMongoDBDrizzleDrizzlePrismaPrismaAWSGoogle CloudGCPVercelVercelCloudflareCloudflareDockerDockerKubernetesKubernetesTerraformTerraformPulumiPulumiGitGitGitHubGitHubGitHub ActionsActionsFigmaFigma