{
  "schemaVersion": "1.0",
  "updatedAt": "2026-09-12",
  "experience": [
    {
      "employer": "Visa",
      "title": "Director, AI Agent Platform",
      "start": "2024-10",
      "end": null,
      "summary": "Built Agent Factory as the shared AI foundation that put agents beside data-science teams and tripled delivery pace with the same resources for 500+ users. Led 9 people; hundreds of agents deployed and running concurrently."
    },
    {
      "employer": "Visa",
      "title": "Director, Data Engineering",
      "start": "2020-11",
      "end": "2024-09",
      "summary": "Built the shared data foundation the full data-science team used to create solutions, automating global payments data at VisaNet scale across pipelines, transformations and recurring processes. Led 7 data engineers, with remote colleagues in Mexico and India; migrated 1k+ repositories and 500+ pipelines without disrupting business workflows."
    },
    {
      "employer": "Visa",
      "title": "Manager, Data Analytics",
      "start": "2018-11",
      "end": "2020-11",
      "summary": "Turned weeks of analytics preparation into hours through Azure DevOps self-service automation for 40+ colleagues, accelerating insights to help clients improve performance."
    },
    {
      "employer": "FedEx Express",
      "title": "Data Scientist",
      "start": "2016-08",
      "end": "2018-11",
      "summary": "Built executive reporting and BI platforms that gave leaders financial visibility across a $1.5B business."
    },
    {
      "employer": "TracFone Wireless",
      "title": "Revenue Systems Analyst",
      "start": "2013-02",
      "end": "2016-08",
      "summary": "Cut revenue analysis time by two-thirds with analytical models and rebuilt ETL for a 25M-subscriber business."
    },
    {
      "employer": "FedEx Express",
      "title": "Process Automation Developer",
      "start": "2012-03",
      "end": "2013-02",
      "summary": "Cut reconciliation time 70% with custom software and standardized reporting across Latin America and the Caribbean."
    },
    {
      "employer": "Davis Quality",
      "title": "Systems Accountant",
      "start": "2007-01",
      "end": "2012-01",
      "summary": "Built accounting and data systems that improved financial visibility and planning."
    },
    {
      "employer": "Elygent",
      "title": "Founder & AI Platform Architect",
      "start": "2025-10",
      "end": null,
      "summary": "Uses Elygent, the company he founded, as an independent AI lab to deepen hands-on expertise through working experiments in agent collaboration, orchestration and controlled computer use."
    }
  ],
  "milestones": [
    {
      "year": 2022,
      "subject": "Early ChatGPT and Copilot adoption",
      "provenance": "Candidate reported; initiative milestone, not a job-title date"
    },
    {
      "year": 2024,
      "subject": "Agentic workflows",
      "provenance": "Candidate reported; initiative milestone, not a job-title date"
    }
  ],
  "evidenceBoundaries": [
    "Use Second Brain for shared business knowledge. Retain Agent Factory as the AI enablement platform name and use plain-language descriptions for other internal initiatives. Retain V Agent (Visa super agent) as the named orchestration layer across connected Visa systems. Do not imply coverage of every Visa system.",
    "Lead with business value and recognizable capabilities: Agentic Slack and human-agent collaboration, AI orchestration platforms, and AI governance and cybersecurity. Use niche implementation names for technical detail and accurate upstream attribution, not as substitutes for explaining the work.",
    "Elygent is the company Osmar founded in October 2025 and uses as an independent AI lab. Present it as hands-on experimentation and skills development, secondary to his professional career. Do not infer commercial focus, full-time startup commitments, or employment availability.",
    "Latest requested scope: AI Agent Platform leadership is stated as Led 9 people; Data Engineering led 7, with remote colleagues in Mexico and India. This supersedes earlier recruiter-copy wording; do not infer current direct-report structure or regional headcounts. VisaNet scale describes the payments-data context, not ownership of the core network or a quantified daily processing rate. No literal 10× productivity or months-to-hours outcome is established.",
    "Career outcomes are candidate-provided, not an independent employer audit.",
    "Role dates corrected directly by Osmar on September 10, 2026: current role October 2024; previous Director role ends September 2024. These supersede the earlier dates.",
    "3× describes reported delivery pace with the same resources; no measurement period or standardized benchmark was provided. continuous learning loop improvement refers to skills and shared knowledge, not model-weight training.",
    "Elygent is an independent AI platform company founded by Osmar in October 2025. Revenue, headcount and commercial adoption metrics were not supplied; Visa adoption figures do not apply to it.",
    "Private-cloud evidence supports service use and application delivery, not ownership of every catalog service. Self-hosted model deployment is candidate-confirmed; this does not establish self-hosted inference in the public demo community.",
    "The supplied record does not establish GPU-fleet, facilities, RFP or infrastructure-budget ownership.",
    "Education is Finance with a Mathematics minor; no engineering degree is claimed.",
    "Capacity controls are hypothetical design exercises, not production telemetry.",
    "The public sandbox cannot access private accounts, gateways, knowledge or payment credentials."
  ]
}