My career moved through web and field systems, consulting, enterprise reporting, database operations, and AI evaluation. One discipline: translating ambiguity into systems people can trust.
Programming, customer-facing delivery, networks, support, and consulting.
Crystal Reports, Business Objects, SQL Server, requirements, training, and consulting.
Contributed to business system design at Coinmach / Appliance Warehouse, later CSC ServiceWorks. Database administration and Clarify reporting across air, laundry, and route operations.
Career break, 2017–2022. Returned to Southwest Airlines in August 2022.
Southwest Airlines Technical Operations. Reporting and stakeholder translation; Performance Management team and Breakfast Club representation.
Independent project work in evaluation, provenance, routing, guardrails, and orchestration.
Walk into the environment. Learn the people, constraints, data, and failure modes. Then build the bridge between what technology can do and what the operation can actually absorb.
Crystal Reports and Business Objects made business questions concrete. Database operations added reliability, recovery, and continuity. Applied AI brings those same habits to evaluation, provenance, and guarded workflows.
Operator before optimizer.
Teacher and translator.
Evidence over theater.
Three hands-on operations demos and a local-model screenshot showcase. Synthetic and sample scenarios make the work inspectable.
Aircraft history at the point of inspection.
A sanitized 737-family visualization with zonal inspection, measurement tools, and example inspection history. Move from an aircraft section to a historical condition and its details.
Explore demo — Dent VisualizerTry it: open inspection history, choose a component, then inspect a dent record.
Illustrative scenarios. No live airline feed or maintenance approval is implied.
See departure risk before it becomes a gate conflict.
Connect the aircraft on the line, remaining maintenance, projected departure, and the next arrival. Gate and aircraft context turn a scheduling question into a visible operational consequence.
Explore demo — Line PlannerTry it: On the line → Aircraft 01 → Overview, then Work.
Illustrative scenarios. No live airline feed or maintenance approval is implied.
Work packages, people, and tools tied to return to service.
Eight bays bring aircraft status, maintenance work, crews, tools, and return-to-service forecasts into one workspace. A synthetic scenario makes forecast overruns and bay overlaps inspectable.
Explore demo — Hangar PlannerTry it: Bay 02 → Work, People, Tools, Defects, and RTS.
Illustrative scenarios. No live airline feed or maintenance approval is implied.
From an unusual signal to a question worth investigating.
A prototype for exploring operational metrics with process-control charts, time and stage controls, and signal drilldowns. Its intended workflow pairs statistical evidence with conversational local-model investigation and a narrative for weekly reporting.
This gallery uses an existing app capture with test data. The AI investigation requires a local model; there is no hosted runnable demo. The current model connection needs repair, and investigation saves are held in memory. A durable weekly-report workflow is still to be completed.
Specialist-agent orchestration, structured tools, React interfaces, and synthetic-data workflows for data science and machine-learning engineering. Research-inspired implementations; underlying research authorship is not claimed.
A repeatable content-to-voice-to-delivery pipeline with independent output proof. Daily readings and two morning audio editions in a listening-focused interface. Open site
Rescue requests, Flight Angel matching, document checks, handoffs, and journey stories in one interactive workspace. Choose a demo persona to explore the workflow; all changes stay in your browser.
A mobile-first, local-first reflection workbook. Entries stay in the visitor’s browser. Open handbook
Twelve configured agents. Jarvis coordinates specialist roles across building, research, media, operations, and verification.
Solid arrows show the evidenced Jarvis to Builder to Sentinel path. Dashed connections represent configured roles; they do not establish productive traffic through every specialist.
Eleven documented devices, arranged by role. A conceptual view of the lab, including the EOS laptop and Sanctum external storage.
The arrangement is illustrative rather than a photograph or physical wiring map. Olympus and Phoenix enclosure designs are unverified. Nexus was disconnected at the evidence snapshot; Sanctum attachment is historical. No additional hardware specifications are implied.
Read-only observation and verification, with a proposed response workflow gated by human approval and tested offline.
Offline checks cover 1,042 synthetic classifications and 30 safety contracts. Those results do not measure live detection accuracy. The diagram distinguishes documented current observation from proposed response capability.
From daily readings to local audio and artwork, validated media bundles, and a verified website update. Two editions: Old-Timer and Aviation.
Current-day readings feed deterministic daily-script-v2 dialogue. Phoenix generates audio locally with VibeVoice 7B NF4 and artwork with Z-Image Turbo. The Codex publisher retrieves validated media bundles, updates the website through Git and Sites, and checks the live date and media.
Detailed experience, projects, and historical qualifications. Choose a format to save.
Markdown is plain text for easy reading and agent scanning.
Enterprise report development supporting Technical Operations. Connect operational questions with reporting, stakeholder communication, and practical data delivery. Worked on the Performance Management team and, for a period, represented the team at Breakfast Club.
Career break, 2017–2022.
Coinmach / Appliance Warehouse → CSC ServiceWorks
Contributed to business system design, participating in development meetings and helping guide operational needs into software and reports. Developed Clarify reporting across the route operation for air machines, laundry machines, and other equipment. With no separate database administrator, handled database administration alongside report development: configured and managed log shipping and ongoing data feeds between distributed servers across the country, database backups, and disaster recovery planning. Supported annual audits involving Ernst & Young. Built a cellular-data reporting backend and customer-facing reports supporting collections and payout workflows; led customer discussions to explain data and investigate discrepancies.
Progressed through field engineering, programming, technical support, business-intelligence consulting, report development, administration, and training. Delivered web and client systems, SQL/reporting solutions, requirements work, production support, and technical instruction.
Former Scrum Master.
The best fit is work where software, data, operators, customers, and frontier AI all have to survive contact with reality.