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:shipit:
Automating all the things
:shipit:
Automating all the things

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markballew/README.md

Hi πŸ‘‹, I'm Mark Ballew

Principal DevOps Engineer | AI Safety Researcher | Web3 Builder

markballew

ballew

πŸš€ About Me

  • πŸ† ETHDenver 2025 Winner - Won $4,500 with TrustDAI, a decentralized AI trust and verification system
  • πŸ”¬ AI Safety Researcher - Principal DevOps Engineer at METR (Model Evaluation and Threat Research), working on AI evaluation frameworks and GPU cluster deployment, contributing to effective altruism-aligned AI safety initiatives
  • πŸ›‘οΈ Security & Identity Expert - 15+ years in large-scale automation, DevOps, and security, specializing in decentralized identity and human-agent verification systems
  • 🌱 Currently Building - Human-centric on-chain agent marketplace with decentralized identity verification using palm/iris biometrics
  • πŸ’‘ Research Interests - AI agent frameworks, decentralized identity (DID), privacy-preserving data storage, and Web3-AI convergence

πŸ”§ Current Focus

Decentralized AI Agent Ecosystem: Building systems where AI agents verify human identities (via Humanity Protocol/Worldcoin), process interactions securely, and monetize encrypted data through blockchain marketplaces.

Key Technologies:

  • Agent Frameworks: LangChain, RecallNet, Fetch.ai integration
  • Identity Verification: Humanity Protocol (palm scans), Worldcoin (iris scans)
  • Data Storage: Arweave, Ocean Protocol, IPFS with encryption
  • ML Operations: Weights & Biases for experiment tracking and model management
  • Infrastructure: Kubernetes, OpenTofu/Terraform, Spacelift for CI/CD, AWS/Azure for scalable AI workloads

πŸ’Ό Experience Highlights

  • METR - Contributed heavily to open-sourcing Hawk (Inspect extension for GPU clusters) with Terraform and Python DevOps architecture, architected EKS deployments for AI threat research
  • UC Berkeley MyShake - Migrated legacy infrastructure to IaC, reduced bugs by 99%, built CI/CD pipelines
  • Okta - Built security DevOps team, implemented PKI audit infrastructure discovering 50%+ idle admin accounts, created automated certificate management systems
  • 15+ years in DevOps, cloud infrastructure, and security automation

πŸ† Achievements

  • πŸ“Š 99% Bug Reduction - Infrastructure migration at UC Berkeley
  • πŸ”’ Major Security Improvements - PKI infrastructure and automated certificate management at Okta
  • πŸš€ Open Source Contributor - Co-founder of Chatresearch (700+ member non-profit) and VHSpace.org
  • ⚑ Infrastructure Optimization - Reduced deployment times from months to days through automated CI/CD

πŸ’¬ Let's Connect

πŸ› οΈ Tech Stack

Infrastructure & DevOps

kubernetes aws azure docker opentofu spacelift

AI & ML

python wandb langchain inspect

Blockchain & Web3

ethereum solidity arweave ethstorage lit-protocol

Monitoring & Observability

datadog grafana elasticsearch splunk


"Building the infrastructure for trustworthy AI-human interactions on the blockchain"

Pinned Loading

  1. METR/inspect-action METR/inspect-action Public

    Running UK AISI's Inspect in the Cloud

    Python 4 1

  2. METR/spacelift-tailscale METR/spacelift-tailscale Public

    Forked from caius/spacelift-tailscale

    Docker image for Spacelift containing Tailscale

    Shell

  3. METR/terraform-docker-build METR/terraform-docker-build Public

    Build docker containers using docker build cloud without a docker daemon

    HCL

  4. METR/vivaria METR/vivaria Public

    Vivaria is METR's tool for running evaluations and conducting agent elicitation research.

    TypeScript 112 36

  5. vhspace/p2pp vhspace/p2pp Public

    Forked from tomvandeneede/p2pp

    Palette2/3 Post Processing tool for Prusa Slicer

    Python 8 3