{
    "basic": {
        "name": "Saul Jaramillo",
        "label": "Agentic Systems Architect | DevOps, Cloud (AWS), GenAI Development, Multi-Chain Infrastructure",
        "image": "https://a3b2c4cic3c2c5e5.s3.amazonaws.com/profile.jpg",
        "email": "lxhxr@lxhxr.com",
        "summary": [
            "17+ years building production infrastructure — from banking systems at Santander to 60+ blockchain validators at Stake Capital Group. ",
            "Deep expertise in AWS multi-account architectures, Terraform/Ansible IaC, CI/CD pipelines, and container orchestration (ECS, Docker). ",
            "In 2025-2026, expanded into AI-assisted development and agentic systems: shipped production marketplaces, payment protocols across 8 EVM mainnets, ",
            "and multi-agent orchestration platforms — generating 1.4M+ lines and 1,962 commits in 42 days using Claude Code across TypeScript, Python, Rust, and Solidity. ",
            "Operates a 24/7 autonomous AI agent on OpenClaw with overnight development cycles that independently produce tested, deployed code — pioneering context engineering patterns for persistent agent identity, memory continuity, and multi-model cost optimization. ",
            "Equally effective as a solo architect or leading distributed teams. Fluent in English and Spanish."
        ],
        "location": {
            "address": "Miami",
            "city": "FL"
        },
        "profiles": [
            {
                "network": "Twitch",
                "username": "cuchorapido",
                "url": "https://twitch.tv/cuchorapido"
            },
            {
                "network": "Twitch",
                "username": "0xultravioleta",
                "url": "https://twitch.tv/0xultravioleta"
            },
            {
                "network": "X",
                "username": "0xUltravioleta",
                "url": "https://x.com/0xUltravioleta"
            },
            {
                "network": "Website",
                "username": "UltravioletaDAO",
                "url": "https://ultravioletadao.xyz"
            },
            {
                "network": "Github",
                "username": "0xultravioleta",
                "url": "https://github.com/0xultravioleta"
            },
            {
                "network": "Github",
                "username": "UltravioletaDAO",
                "url": "https://github.com/UltravioletaDAO"
            }
        ]
    },
    "work": [
    {
        "name": "Stake Capital Group",
        "location": "Full Remote",
        "position": "Head of DevOps",
        "url": "https://stake.capital",
        "startDate": "03/2021",
        "endDate": "Present",
        "summary": "Comprehensive management and deployment of mainnet and testnet blockchain full nodes and validators, including key management automation, utilizing Terragrunt and Ansible within a sophisticated AWS multi-account, cross-region architecture. This role encompasses seamless integration with the AWS CI/CD stack, ensuring efficient and secure operations for Stake DAO and BlackPool DAO platforms. Expanded scope in 2025-2026 to include AI-assisted infrastructure and agentic tooling integration into deployment pipelines.",
        "highlights": [
            "Creating, deploying and maintaining mainnet and testnet blockchain full nodes and validators for various networks such as Avalanche, Cosmos, Polygon, MultiversX, Livepeer & Livepeer AI, Terra, Celo, Harmony, Threshold (Optimistic Mitner Guardian, TACo and tBTC), Solana, Polkadot, Kusama, Tezos, XDAI/Gnosis, Audius, Near, Ethereum, Reef, Ronin, Arbitrum, Heco, BSC, Fulcrum, DeBridge, Lukso, Pokt, Celestia, Flare, Eigenlayer (Eigen DA, Openlayer, Primev, Vision), dYdX, Umee, Akash, Hyperliquid, Symbiotic (CapX, k3, Human, Tanssi), Fuel Sequencer, Lens v3, Byzantine, Lava, Dymension, Aptos, Walrus (SUI DA), Avail, Cheqd, Kyve, KAVA, Somnia.",
            "Ensuring seamless integration of execution layer clients (geth, besu, nethermind) and consensus layer clients (teku, lighthouse, prysm, lodestar) within the blockchain infrastructure.",
            "Implementing and managing key management solutions such as web3signer, HashiCorp Vault, AWS CloudHSM, and AWS KMS.",
            "Automating and streamlining deployment processes using tools like terragrunt and ansible.",
            "Developing and maintaining a multi-account, cross-region architecture on AWS, leveraging AWS CI/CD stack to ensure high availability and reliability.",
            "Troubleshooting and resolving infrastructure-related issues to maintain optimal performance and security.",
            "Collaborating with cross-functional teams to ensure seamless integration of blockchain infrastructure with other components of the DeFi ecosystem.",
            "Continuously staying updated on the latest trends and technologies within the blockchain and DeFi space, and implementing best practices to improve infrastructure efficiency and security.",
            "Ran up to 67 Avalanche validator in parallel for Stake DAO arbitrage NFT strategy."
            ]
    },
        {
            "name": "Hyland",
            "location": "Westlake, OH / Remote",
            "position": "Senior Devops Engineer",
            "url": "https://hyland.com",
            "startDate": "07/2020",
            "endDate": "06/2021",
            "summary": "Combined extensive Development, Infrastructure, Security, Engineering, and Consultancy experience form a best in class DevOps practice in the Alfresco PaaS.",
            "highlights": [
                "Developed and implemented best-in-class DevOps practices in Alfresco PaaS",
                "Managed multi-account, multi-region deployments on AWS using AWS CI/CD stack for dozens of clients.",
                "Employed Terraform + Terragrunt for infrastructure-as-code (IAC) management",
                "Conducted infrastructure testing using Terratest for reliable and secure deployments"
            ]
        },
        {
            "name": "AVIO Consulting",
            "location": "Dallas, TX / Remote",
            "position": "Architect",
            "url": "https://avioconsulting.com",
            "startDate": "11/2019",
            "endDate": "07/2020",
            "summary": "Infrastructure as code design, implementation, full configuration / testing automation and documentation of modularized reference multi-account, multi-region architectures.",
            "highlights": [
                "Infrastructure as code design, implementation, full configuration / testing automation and documentation of modularized reference multi-account, multi-region architectures.",
                "Composed multiple knowledge base articles describing Terraform modularized architectures, Test Driven infrastructure and Infrastructure As Code Collaborative CI/CD workflows.",
                "Created and publicly showedcased fully-automated production-grade HashiCorp Vault stack infrastructure configuration and deployment using HashiCorp Terraform and ansible."
            ]
        },
        {
            "name": "PayLess Apartments",
            "location": "Davie, FL",
            "position": "Principal Solutions Architect",
            "url": "https://paylessapartments.com",
            "startDate": "05/2019",
            "endDate": "11/2019",
            "summary": "Led and drove the successful roll out of cloud native architecture/lift-and-shift to support the current stack (WordPress + MySql + ELK) and future organization needs (React.Js and React Native + MongoDB).",
            "highlights": [
                "Planned, implemented and ensured ongoing management of high-quality coding standards and best practices during SDLC/CICD.",
                "Leveraged AWS Serverless tools like CloudFormation, ECS Fargate, Lambda, SNS, SQS and S3, EFS, ELK, System Manager, DynamoDB and Step Functions to create highly available b2b integration work flows and internal services.",
                "Conducted training sessions on architecture and automation and associated technologies inspiring, encouraging, and raising the overall team knowledge."
            ]
        },
        {
            "name": "Claim Ruler (777 Partners)",
            "location": "Davie, FL",
            "position": "Senior DevOps Engineer",
            "url": "https://claimruler.com",
            "startDate": "05/2017",
            "endDate": "05/2019",
            "summary": "Worked with managers and other architects to deliver a full end-to-end infrastructure as code across multiple AWS Accounts. Responsible for the selection and implementation of tools and processes which enable rapid development and deployment of software infrastructure, tools, and systems.",
            "highlights": [
                "Full spectrum CI/CD pipelines and jobs creation via jenkins using github, ansible, docker, newman, Linux shell scripts, PowerShell, ruby and python",
                "Worked closely with QA team to implement headless Selenium/Cucumber parallel testing to support canary + blue/green deployments to Production environments",
                "Assisted in architecture and best practices in the main C# Web App Code / React.JS and React Native Mobile App Code.",
                "Created troubleshooting tool via an Amazon Alexa skill reducing application outages by allowing quick fault analysis and response via voice by the Dev. team based on Datadog and SumoLogic metrics."
            ]
        },
        {
            "name": "Kaplan University",
            "location": "Ft. Lauderdale, FL",
            "position": "Software/Build Engineer II",
            "url": "https://kaplan.edu",
            "startDate": "08/2016",
            "endDate": "05/2017",
            "summary": "Prototyped, orchestrated and automated full end to end CI/CD Pipelines using cutting edge technologies for all SDLC stages for traditional and Serverless architectures.",
            "highlights": [
                "Architected high performance / provider agnostic on premise-to-cloud storage SDK. (C#/AWS)",
                "Gained extensive hands on experience with AWS in CloudFormation (EC2, ECS, S3, IAM, Route53, RDS, Lambda, Api Gateway, EFS, SES, SNS, SQS, ElasticCache).",
                "Focused on process improvement, best practices, automation, reducing costs, continuous integration, continuous delivery, continuous deployment practices catered to core business needs. (vagrant, packer, ansible, docker, jenkins)."
            ]
        },
        {
            "name": "Santander Private Banking (Santander Group)",
            "location": "Miami, FL",
            "position": "Development Analyst Officer",
            "url": "https://www.santanderbank.com",
            "startDate": "05/2011",
            "endDate": "08/2016",
            "summary": "Developed and managed multiple global-impacting critical applications and interfaces to support Credit Risk and Compliance departments",
            "highlights": [
                "Led requirement gathering, development, and launch of a Credit Risk Management System which enhanced average loan disbursement times from 20-30 days to 1-3 hours by automating complex process workflows, loan document generation and reduced operational risk in Miami and Geneva, Switzerland offices (C# / Oracle)",
                "Worked closely with cross functional teams through migration and re-engineering of multiple legacy technologies to an integral solution to handle incoming and outgoing Fed. and Swift payments including OFAC verification and core system Integration via SOAP/REST web services (C#, SQL & Oracle).",
                "Wrote hundreds of properly optimized stored procedures composed of complex T-SQL queries and PowerShell Scripts to account for C.R.U.D operations, financial reporting, and SSIS tasks."
            ]
        },
        {
            "name": "Barry University",
            "location": "Miami Shores, FL",
            "position": "Application Developer",
            "url": "https://www.barry.edu/",
            "startDate": "07/2008",
            "endDate": "08/2011",
            "summary": "Translated software requirements from new and existing clients into workable programming code in for campus wide used software.",
            "highlights": [
                "Developed Equipment Inventory Management System (VB.Net, C#, SQL)",
                "Developed SQL scripts to Insert, Update, Delete and Merge data in the database tables along with SQL joins and cursors."
            ]
        }
    ],
    "education": [
        {
            "institution": "Barry University",
            "area": "Business Administration",
            "studyType": "Masters",
            "startDate": "05/2009",
            "endDate": "05/2011",
            "gpa": "3.2",
            "courses": []
        },
        {
            "institution": "Barry University",
            "area": "Computer Science",
            "studyType": "Bachelors",
            "startDate": "05/2005",
            "endDate": "08/2008",
            "gpa": "3.3"

        },
        {
            "institution": "AWS",
            "area": "AWS Certified Solutions Architect – Associate",
            "studyType": "Certification",
            "startDate": "12/2019",
            "endDate": "12/2022"
        },
        {
            "institution": "HashiCorp",
            "area": "HashiCorp Certified: Vault – Associate",
            "studyType": "Certification",
            "startDate": "01/2020",
            "endDate": "01/2021"
        },
        {
            "institution": "HashiCorp",
            "area": "HashiCorp Certified: Vault - C.H.I.P - (Certified HashiCorp Implementation Partner)",
            "startDate": "03/2020",
            "studyType": "Certification",
            "endDate": "03/2021"
        },
        {
            "institution": "HashiCorp",
            "area": "HashiCorp Certified: Terraform – Associate",
            "startDate": "01/2020",
            "studyType": "Certification",
            "endDate": "01/2021"
        },
        {
            "institution": "HashiCorp",
            "area": "HashiCorp Certified: Terraform - C.H.I.P - (Certified HashiCorp Implementation Partner)",
            "startDate": "03/2020",
            "studyType": "Certification",
            "endDate": "03/2021"
        },
        {
            "institution": "AvaLabs",
            "area": "Avalanche Fundamentals",
            "startDate": "11/2022",
            "studyType": "Certification",
            "endDate": "11/2025"
        }
    ],
    "volunteer": [
        {
            "organization": "Seminarios Caminos",
            "position": "Sound Engineer",
            "url": "https://caminosusa.com",
            "startDate": "07/2005",
            "endDate": "Present",
            "summary": "A World Service organization dedicated to empowering human beings through the effective development of their leadership skills and emotional intelligence.",
            "highlights": [
                "Graduated from Level 1, 2 and 3."
            ]
        },
        {
            "organization": "Serve The People",
            "position": "Network Engineer and PC Support Specialist",
            "url": "https://www.yelp.com/biz/serve-the-people-miami",
            "startDate": "06/2010",
            "endDate": "12/2010",
            "summary": "Setup and configured donated PCs with Linux to give away in low income areas along with 1 mile wide wireless network setup in the focus area."
        }
    ],
    "skills": [
        {
            "name": "AI & Agent Development",
            "level": "Master",
            "keywords": [
                "Claude Code",
                "OpenClaw",
                "CrewAI",
                "MCP Servers",
                "A2A Protocol",
                "Context Engineering",
                "Prompt Engineering",
                "Multi-Model Orchestration"
            ]
        },
        {
            "name": "Web3 & Blockchain",
            "level": "Master",
            "keywords": [
                "x402 Protocol",
                "ERC-8004",
                "EIP-3009",
                "Solidity",
                "Foundry",
                "Multi-Chain"
            ]
        },
        {
            "name": "Rust",
            "level": "Advanced",
            "keywords": [
                "Axum",
                "Tokio",
                "Serde",
                "Alloy"
            ]
        },
        {
            "name": "Python",
            "level": "Master",
            "keywords": [
                "FastAPI",
                "Pydantic",
                "CrewAI",
                "asyncio",
                "pytest"
            ]
        },
        {
            "name": "TypeScript / Node.js",
            "level": "Master",
            "keywords": [
                "React 18",
                "Vite",
                "Tailwind CSS",
                "ethers.js"
            ]
        },
        {
            "name": "AWS - Compute",
            "level": "Master",
            "keywords": [
                "EC2",
                "Lambda",
                "ECR",
                "ECS",
                "Fargate",
                "EKS"
            ]
        },
        {
            "name": "AWS - Storage",
            "level": "Master",
            "keywords": [
                "S3",
                "S3 Glacier",
                "EBS",
                "EFS"
            ]
        },
        {
            "name": "AWS - Database",
            "level": "Master",
            "keywords": [
                "RDS",
                "DynamoDB",
                "ElasticCache"
            ]
        },
        {
            "name": "AWS - Application Integration",
            "level": "Master",
            "keywords": [
                "Step Functions",
                "SNS",
                "SQS"
            ]
        },
        {
            "name": "AWS - Analytics",
            "level": "Master",
            "keywords": [
                "ElasticSearch",
                "Glue"
            ]
        },
        {
            "name": "AWS - Developer Tools",
            "level": "Master",
            "keywords": [
                "CodeCommit",
                "CodePipeline",
                "CodeBuild"
            ]
        },
        {
            "name": "AWS - Security, Identity, & Compliance",
            "level": "Master",
            "keywords": [
                "IAM",
                "Cognito",
                "GuardDuty",
                "KMS",
                "Secrets Mgr."
            ]
        },
        {
            "name": "AWS - Management & Governance",
            "level": "Master",
            "keywords": [
                "CloudWatch",
                "CloudFormation",
                "CloudTrail",
                "SSM"
            ]
        },
        {
            "name": "AWS - Networking & Content Delivery",
            "level": "Master",
            "keywords": [
                "VPC",
                "CloudFront",
                "Route 53",
                "API Gateway"
            ]
        },
        {
            "name": "HashiCorp",
            "level": "Master",
            "keywords": [
                "Terraform (Terragrunt)",
                "Vault",
                "Packer",
                "Vagrant"
            ]
        },
        {
            "name": "Linux",
            "level": "Master",
            "keywords": [
                "Bash",
                "Shell Script",
                "Ubuntu",
                "CentOS"
            ]
        },
        {
            "name": "CI/CD",
            "level": "Master",
            "keywords": [
                "Jenkins",
                "Git",
                "Docker",
                "Ansible",
                "AWS CI/CD"
            ]
        },
        {
            "name": "Automated Testing",
            "level": "Master",
            "keywords": [
                "Newman",
                "Selenium",
                "Terratest",
                "test-kitchen"
            ]
        },
        {
            "name": "MongoDB",
            "level": "Master",
            "keywords": [
                "NoSql Modeling",
                "Integration",
                "Sharding"
            ]
        },
        {
            "name": "React & Mobile",
            "level": "Master",
            "keywords": [
                "React Native",
                "Redux",
                "Mobile",
                "Deployment"
            ]
        }
    ],
    "languages": [
        {
            "language": "Spanish",
            "fluency": "Native speaker"
        },
        {
            "language": "English",
            "fluency": "Native speaker"
        }
    ],
    "interests": [
        {
            "name": "Agentic Economy",
            "keywords": [
                "Trustless Agents",
                "AI Micropayments",
                "Agent Reputation",
                "A2A Protocol",
                "Autonomous Agent Operations"
            ]
        },
        {
            "name": "Web3",
            "keywords": [
                "Validators",
                "DeFi",
                "Multi-Chain",
                "On-Chain Identity"
            ]
        },
        {
            "name": "Streaming",
            "keywords": [
                "Twitch",
                "Kick",
                "X",
                "Build in Public"
            ]
        }
    ],
    "references": [
        {
            "name": "Dr. Hernan Londoño (Professional) Ph.D.",
            "reference": "Chief Technology and Innovation Strategist, Lenovo"
        },
        {
            "name": "Julien Bouteloup (Professional)",
            "reference": "CEO, Stake Capital Group"
        },
        {
            "name": "Jose Oliveros (Professional)",
            "reference": "CIO, Santander Private Banking"
        },
        {
            "name": "Robert Colvin (Professional)",
            "reference": "VP of IT, Claim Ruler"
        },
        {
            "name": "Bianca Berardi (Professional)",
            "reference": "Managing Partner & CFO, PayLess Apartments"
        },
        {
            "name": "Brandon Dean (Professional)",
            "reference": "Founder and CEO, AVIO Consulting"
        }
    ],
    "projects": [
        {
            "name": "OpenClaw Autonomous Agent Operations",
            "description": "Designed and operate a 24/7 autonomous AI agent system on OpenClaw that independently develops code, deploys infrastructure, manages multi-platform engagement, and produces morning briefings — with zero human intervention during overnight cycles.",
            "highlights": [
                "Architected multi-layer context engineering framework (SOUL.md, AGENTS.md, HEARTBEAT.md, USER.md) enabling persistent agent identity, behavioral boundaries, memory continuity, and privacy guardrails across sessions.",
                "Operate 7 autonomous nightly dream sessions (12am-6am) that produce production-ready code, tests, and deployments — including KarmaCadabra V2 Swarm (7 modules, 3,950 LOC, 295 tests) built entirely in overnight autonomous cycles.",
                "Orchestrate up to 8 concurrent sub-agents with dynamic model routing (Opus/Sonnet/Haiku) achieving 80/15/5 cost distribution while maintaining output quality.",
                "Built heartbeat-driven proactive monitoring that autonomously checks email, calendar, social media, CI/CD pipelines, IRC channels, and project health — escalating only when human attention is needed.",
                "Integrated 15+ platform APIs (Telegram, Discord, MeshRelay IRC, MoltX, GitHub, Philips Hue, Nanoleaf) for automated engagement, home automation, and infrastructure monitoring.",
                "Developed delegation-first operational model with autonomous completion standards — agent verifies deployments end-to-end (curl endpoints, test as user, confirm live URLs) before reporting done."
            ],
            "keywords": [
                "OpenClaw",
                "Context Engineering",
                "Multi-Agent Orchestration",
                "MCP",
                "Autonomous AI",
                "Dynamic Model Selection"
            ],
            "startDate": "01/2026",
            "endDate": "Current",
            "url": "",
            "roles": [
                "Agentic Infrastructure Architect"
            ],
            "entity": "Ultravioleta DAO LLC",
            "type": "OpenClaw"
        },
        {
            "name": "Execution Market",
            "description": "Bidirectional AI-to-Human task marketplace live on 8 EVM mainnets (Base, Ethereum, Polygon, Arbitrum, Avalanche, Celo, Optimism, Monad) + Solana with gasless x402 payments, MCP Server (24 tools), and 1,222+ automated tests.",
            "highlights": [
                "Deployed trustless escrow with PaymentOperator contracts across 8 EVM mainnets using EIP-3009 gasless settlements and atomic 87/13 on-chain fee splitting.",
                "Built MCP Server (mcp.execution.market) with 24 tools and Streamable HTTP transport for AI agent task publishing and payment via natural language.",
                "Implemented ERC-8004 on-chain identity and ERC-8128 wallet attestation with cross-chain reputation scoring across 14 networks.",
                "Orchestrated 24 autonomous agents with HD wallets, A2A Protocol v0.3.0, and cross-chain funding infrastructure.",
                "1,222+ automated tests (Python + TypeScript), 0 failures, 63+ REST endpoints, full CI/CD with GitHub Actions to AWS ECS Fargate.",
                "80K+ lines of production code (Python, TypeScript, React, Solidity) — built through context engineering with Claude Code."
            ],
            "keywords": [
                "x402",
                "MCP Server",
                "ERC-8004",
                "ERC-8128",
                "A2A Protocol",
                "Multi-Chain",
                "Claude Code"
            ],
            "startDate": "02/2025",
            "endDate": "Current",
            "url": "https://mcp.execution.market",
            "roles": [
                "Platform Architect",
                "Protocol Engineer"
            ],
            "entity": "Ultravioleta DAO LLC",
            "type": "Execution Market"
        },
        {
            "name": "x402-rs Facilitator",
            "description": "Production Rust HTTP 402 payment facilitator (v1.37.0) supporting 36 payment kinds across 25 chains (19 EVM + Solana, NEAR, Stellar, Algorand, Sui, Fogo). Multi-stablecoin: USDC, EURC, AUSD. ERC-8004 reputation on 14 networks. Live at facilitator.ultravioletadao.xyz.",
            "highlights": [
                "Deployed production Rust service (Axum/Tokio) handling HTTP 402 payment negotiation across 25 blockchain networks.",
                "ERC-8004 agent identity and reputation deployed on 14 networks with CREATE2 deterministic addresses.",
                "Built Claude Code skills (/add-network, /add-erc8004-network, /ship) enabling rapid chain onboarding.",
                "x402 Hackathon Mentor (x402hackathon.com, Dec 2025 – Jan 2026) — one of 15+ mentors alongside Ethereum Foundation, Coinbase, Polygon, and thirdweb, guiding builders on internet-native AI payment protocols.",
                "Published open-source Python and TypeScript x402 SDKs for the ecosystem."
            ],
            "keywords": [
                "Rust",
                "x402",
                "ERC-8004",
                "Multi-Chain",
                "USDC",
                "EURC"
            ],
            "startDate": "12/2024",
            "endDate": "Current",
            "url": "https://facilitator.ultravioletadao.xyz",
            "roles": [
                "Rust Developer",
                "Protocol Engineer"
            ],
            "entity": "Ultravioleta DAO LLC",
            "type": "x402-rs"
        },
        {
            "name": "MeshRelay",
            "description": "Real-time agent-to-agent communication infrastructure on InspIRCd 3.x with React frontend, WebSocket bridge, and Twitter-based agent verification. Live at irc.meshrelay.xyz.",
            "highlights": [
                "Production A2A layer: AI agents join IRC channels, exchange structured messages, and coordinate tasks in real time.",
                "Twitter-based agent verification via challenge-response with Supabase persistence.",
                "WebSocket bridge for browser-based and programmatic agent connections alongside IRC clients.",
                "AWS EC2 deployment with Lambda verification API and full OpenAPI documentation."
            ],
            "keywords": [
                "A2A",
                "IRC",
                "WebSocket",
                "Agent Communication",
                "AWS"
            ],
            "startDate": "01/2026",
            "endDate": "Current",
            "url": "https://irc.meshrelay.xyz",
            "roles": [
                "Infrastructure Architect"
            ],
            "entity": "Ultravioleta DAO LLC",
            "type": "MeshRelay"
        },
        {
            "name": "Karma Hello",
            "description": "AI-orchestrated Chat-to-Earn platform for Twitch/Kick: 40+ agents evaluate chat quality, reward tokens on Avalanche mainnet, detect farming via ML. 70+ streams, 550+ Python files. CrewAI + multi-LLM (Anthropic, OpenAI, Ollama).",
            "highlights": [
                "Deployed 40+ CrewAI agents orchestrating chat evaluation, token distribution, and anti-farming across 70+ live streams.",
                "Built ML ensemble achieving 92% fraud detection accuracy using behavioral analysis and message pattern recognition.",
                "Integrated Avalanche mainnet for token rewards with 60% gas optimization through batched transactions.",
                "Real-time WebSocket dashboard with P99 latency of 250ms supporting 10K msg/min throughput.",
                "Multi-LLM orchestration (Anthropic, OpenAI, Ollama) with automatic fallback and cost-optimized routing."
            ],
            "keywords": [
                "CrewAI",
                "Multi-Agent",
                "Avalanche",
                "ML",
                "Chat-to-Earn"
            ],
            "startDate": "09/2024",
            "endDate": "Current",
            "url": "",
            "roles": [
                "AI Systems Architect"
            ],
            "entity": "Ultravioleta DAO LLC",
            "type": "Karma Hello"
        },
        {
            "name": "Abracadabra",
            "description": "Content intelligence platform: 19 analytics modules, LSTM forecasting (85-95% accuracy), dual transcription (AWS Transcribe + Whisper), Cognee knowledge graph (640+ topics), image gen. Automated stream-to-Telegram pipeline.",
            "highlights": [
                "Built 19 analytics modules with LSTM time-series forecasting achieving 85-95% accuracy on engagement predictions.",
                "Dual transcription pipeline (AWS Transcribe + Whisper) processing 500+ hours of content with automatic scene segmentation.",
                "Cognee knowledge graph indexing 640+ topics with semantic search for cross-stream content discovery.",
                "Automated stream-to-Telegram distribution pipeline with scene-based image generation and marketing critiques."
            ],
            "keywords": [
                "LSTM",
                "Knowledge Graph",
                "Transcription",
                "Content Intelligence"
            ],
            "startDate": "09/2024",
            "endDate": "Current",
            "url": "",
            "roles": [
                "AI Platform Architect"
            ],
            "entity": "Ultravioleta DAO LLC",
            "type": "Abracadabra"
        },
        {
            "name": "Ultravioleta DAO LLC",
            "description": "A decentralized autonomous organization born from a streaming community, focused on experimenting with Web3 governance, community funding, and streaming-based coordination on the Avalanche blockchain.",
            "highlights": [
                "Refill treasury monthly from streaming donations, bits, and subscriptions; the audience proposes and votes on spend.",
                "Formally registered as a Wyoming DAO LLC, enabling compliant ops while preserving on-chain, token-holder governance.",
                "Built and launched Ultravioleta DAO directly with the Streaming community, using real-time votes and decision-making via Snapshot.",
                "Established $UVT/$UVD (Ultravioleta DAO Token) as a governance and reward token distributed through daily streams and dynamic community engagement.",
                "Deployed multisig treasuries across chains (Safe on EVM; Squads on Solana) for secure, auditable fund management.",
                "Created multiple $UVT liquidity pools (v1 & v2 on Sushi and LFG) to enable price discovery and in-ecosystem utility.",
                "Run high-frequency governance cycles: proposals → debate → on-chain execution, blending entertainment with coordination.",
                "Launched and operate a Beam L1 validator on Avalanche, aligning infrastructure with DAO incentives."
            ],
            "keywords": [
                "DAO",
                "web3",
                "Safe",
                "Snapshot",
                "Avalanche"
            ],
            "startDate": "06/19/2024",
            "endDate": "Current",
            "url": "https://ultravioletadao.xyz",
            "roles": [
                "Founder",
                "Governance Leader"
            ],
            "entity": "Ultravioleta DAO LLC",
            "type": ""
        },
        {
            "name": "Twitch Partner - 0xUltravioleta",
            "description": "Daily livestreams exploring the intersection of consciousness, blockchain, AI, and community. A cultural movement born on Twitch that builds in public with raw transparency and deep interaction.",
            "highlights": [
                "Broadcasted over 800 hours of streaming content since launch.",
                "Streamed consistently every day, creating an always-on space for real-time learning, reflection, and community building.",
                "Developed an interactive format blending Web3 education, governance debates, tokenomics discussions, and live dev sessions.",
                "Introduced dynamic on-stream rewards using $UVT tokens to gamify participation, votes, and contributions.",
                "Integrated live Twitch chat with on-chain actions, letting viewers influence multisig wallets, fund allocations, and community proposals.",
                "Hosted cross-platform AMA sessions, co-creation streams, and community retrospectives to keep transparency at the core of the movement.",
                "Created and nurtured a cultural brand focused on consciousness, ancestral wisdom, decentralization and digital sovereignty."
            ],
            "keywords": [
                "Twitch",
                "Streaming",
                "Web3",
                "Community",
                "Education"
            ],
            "startDate": "06/19/2024",
            "endDate": "Current",
            "url": "https://linktr.ee/0xultravioleta",
            "roles": [
                "Streamer",
                "Content Creator",
                "Community Builder"
            ],
            "entity": "Twitch Partner - 0xUltravioleta",
            "type": ""
        },
        {
            "name": "DescribeMe",
            "description": "Founding, managing, planning, orchestrating, developing all business, marketing and technology aspects of DescribeMe, A new innovating rating based social platform.",
            "highlights": [
                "Defined and implemented processes to migrate full framework monolith (WebApi MVC + SQL Server) architecture to (dotnet core + Kafka + MongoDB + Redis) microservice oriented cloud architecture on a fully automated CI/CD pipeline.",
                "Leading and mentoring small teams through the design, development and launch of Android / iOS mobile applications, started migration to React Native",
                "Designed and executed strategy for launch of new product that reached 53,000 registered users across 153 countries and over 4,200 cities in 3 months after launch",
                "Developed full database models including tables, views, indexes, stored procedures, triggers, SQL Jobs and customized functions for SQL Server and MongoDB"
            ],
            "keywords": [
                "C#",
                "MongoDB",
                "Kafka",
                "Redis",
                "AWS"
            ],
            "startDate": "08/24/2014",
            "endDate": "08/24/2020",
            "url": "https://describeme.net",
            "roles": [
                "Founder",
                "Solutions Architect",
                "Full Stack Developer"
            ],
            "entity": "DescribeMe",
            "type": ""
        },
        {
            "name": "Twitch Partner - cuchorapido",
            "description": "An experimental livestream journey blending personal evolution, digital sovereignty, and community-driven storytelling. The origin of a digital tribe that explored life through Web3, mindfulness, and radical transparency.",
            "highlights": [
                "Broadcasted over 2000 hours of livestreams, consistently engaging with a growing, loyal audience across themes from crypto to consciousness.",
                "Brought the concept of 'learning in public' to life by integrating live coding, infrastructure walkthroughs, and real-time Web3 research.",
                "Introduced recurring Twitch rituals and segment formats including DAO talks, tokenomics breakdowns, and multisig simulations.",
                "Cultivated a unique streamer identity that merged astrology, parenting, AWS, devops, and blockchain into a single evolving voice.",
                "Built a tight-knit, early-stage community that actively co-created stream topics, voted on fund usage, and pioneered digital-native coordination.",
                "Sparked the cultural seed that would later evolve into Ultravioleta DAO, setting the foundation for decentralized governance with viewers at the center."
            ],
            "keywords": [
                "DAO",
                "web3",
                "Safe",
                "Snapshot",
                "Sushi"
            ],
            "startDate": "03/30/2021",
            "endDate": "06/06/2024",
            "url": "https://twitch.tv/cuchorapido",
            "roles": [
                "Streamer",
                "Content Creator",
                "Community Builder"
            ],
            "entity": "Twitch Partner - Cuchorapido",
            "type": ""
        }
    ]
}