Carlos Guerrero

Recent Experience

• 2024 - 2025

  Applied AI Engineer @ Anaconda

  Remote - Remote

  Summary:

  • Architected and implemented a comprehensive serverless infrastructure for deploying and managing AI agents and LLMs on AWS Lambda, creating an efficient, scalable solution for AI workloads with OpenAI-compatible interfaces.

  Responsibilities:

  • Engineered a robust serverless infrastructure optimized for AI agent and LLM execution within AWS Lambda constraints
  • Created an automated deployment workflow enabling rapid prototyping and iteration of AI agents without infrastructure management overhead
  • Implemented a message queue system for asynchronous and fault-tolerant inter-agent communication using OpenAI-compatible interfaces

  Achievements:

  • Successfully deployed a Slack-integrated Agent that connected to Jupyter and was able to help Scientists improve their notebooks and even execute Python code from Slack
  • Created a standardized OpenAI-compatible communication protocol enabling plug-and-play integration of new agent components
  • Implemented traceability and monitoring for all components, enabling real-time performance analysis and debugging using AWS X-Ray and CloudWatch

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  • Python
  • GoLang
  • AWS Lambda
  • Serverless Architecture
  • LLM Optimization
  • Message Queues
  • OpenAI
  • CI/CD
  • Infrastructure as Code
• 2020 -

  Chief Parenting Officer @ Family Operations

  Home Base - On-site

  Summary:

  • Leading an agile, fast-growing team of junior developers through daily challenges and milestones. Responsible for nurturing talent, crisis management, and maintaining high standards of emotional intelligence while delivering continuous support and guidance.

  Responsibilities:

  • 24/7 on-call support with rapid response requirements for critical incidents
  • Strategic planning for educational milestones and developmental objectives
  • Budget management for growing resource requirements across multiple domains
  • Conflict resolution and negotiation with stakeholders displaying varying levels of emotional maturity

  Achievements:

  • Maintained sanity despite sleep deprivation and unpredictable work conditions
  • Established efficient household operation protocols despite frequent requirement changes
  • Developed ability to translate unintelligible requirements into actionable tasks
  • Created scalable systems adaptable to rapidly changing user needs and growth patterns

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  • Infinite Patience
  • Story Narration
  • Crisis Management
  • Multi-tasking
  • Sleep Deprivation Resistance
  • Negotiation
  • First Aid
  • Resource Optimization
  • Lego Construction
  • Bedtime Diplomacy
• 2018 - 2020

  Backend Engineer → DevOps Lead @ Masterworks

  Remote - Remote

  Summary:

  • Initially hired as a Backend Engineer, rapidly transitioned to DevOps leadership role to transform the company's infrastructure. Led comprehensive migrations from third-party solutions to self-managed AWS infrastructure, dramatically improving developer experience and deployment reliability.

  Responsibilities:

  • Redesigned the entire CI/CD pipeline to support automated per-branch environment deployment with minimal configuration
  • Architected and implemented a self-managed AWS infrastructure leveraging CloudFront, Fargate, RDS, and other managed services
  • Created and maintained Infrastructure as Code templates using Terraform and AWS CDK

  Achievements:

  • Reduced time from code commit to production-ready deployments from days to hours
  • Eliminated most of deployment-related merge conflicts through isolated environment architecture
  • Implemented sophisticated A/B testing infrastructure at CDN level, allowing for data-driven UX decisions
  • Obtained AWS Certified Cloud Practitioner certification

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  • AWS (CloudFront, Fargate, RDS)
  • GitHub Actions
  • CI/CD
  • Infrastructure as Code
  • Docker
  • A/B Testing

Personal Projects