Full-Stack Engineer · Readiness AI · Founder, Turnover Ledger · Calgary

I turn difficult operational workflows into maintainable software.

Complex software gets expensive when defects linger, releases are risky, and important workflows are difficult to change. I work across frontend applications, APIs, databases, integrations, testing, and release operations to help teams reduce that friction and ship dependable improvements. I am also the founder of Turnover Ledger.

Open to full-stack, software engineering, platform engineering, and technical product opportunities in Calgary and across Canada.

Jeff Martin Abayon

Full-Stack Engineer

Problems
Cross-stack defects, brittle workflows, risky releases
Approach
Trace the workflow, fix the system, validate the result
Current
Full-Stack Engineer at Readiness AI
Location
Calgary, Alberta
Cross-stack problemsFrontend, APIs, databases, integrations
Production deliveryFeatures, defect fixes, tests, and releases
Enterprise controlsRBAC, auditability, and tenant isolation
Operational outcomesWorkflows that are easier to use and maintain

Selected work

Evidence from systems built around real operational problems.

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Founder of Turnover Ledger

Engineering-to-turnover readiness intelligence.

Turnover Ledger connects issued revisions, package impact, evidence, blockers, independent review, and durable Release, Hold, or Escalate decisions—while preserving human authority and working alongside existing delivery systems.

01Issued revision
02Canonical attribution
03Package impact
04Evidence & blockers
05Independent review
06Release · Hold · Escalate

Professional experience

Production SaaS, enterprise systems, industrial software, and public-sector transformation.

May 2026 - Present

Full-Stack Engineer

Readiness AI · Calgary, Alberta

Maintain and enhance a production cyber-readiness SaaS across frontend development, backend APIs, database logic, integrations, testing, and release operations.

ReactNext.jsNode.jsAPIsPostgreSQLAutomated Testing
December 2025 - February 2026

Full-Stack Engineer (Contract)

Calnetic · Calgary, Alberta

Delivered production enhancements for Wamy, an insurance-claims platform used by attorneys, adjusters, and property owners.

ReactNext.jsNode.jsSupabasePostgreSQLRLS
January 2020 - December 2021

Senior Software Developer

Verum Integra, Inc. · Parañaque City, Philippines

Delivered enterprise systems and integrations supporting HR, payroll, sales, inventory, reporting, and operational workflows.

JavaREST APIsSQLDatabase OptimizationReportingCI/CD
April 2018 - December 2019

Software Developer / Data Architect

Department of Transportation - Philippines · Republic of the Philippines

Co-designed nationwide data-governance and operational systems for the Public Utility Vehicle Modernization Program.

PHPMySQLData ArchitectureGovernment SystemsReportingData Governance
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Latest writing

Practical lessons from building governed, data-intensive systems.

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Hiring Jeff

Need an engineer who can improve a difficult production workflow?

I contribute across frontend development, APIs, data, testing, troubleshooting, releases, and production reliability.

Exploring Turnover Ledger

Managing revisions, readiness evidence, blockers, and release decisions?

See how Turnover Ledger is being designed as a governed readiness layer for complex project delivery.