Backend systems
Production services, APIs, integrations, and data flows that stay understandable after launch.
debem
Backend, platform engineering, infrastructure automation, and AI systems.
debem builds production software for companies that need systems to be reliable, observable, and maintainable.
Services
Platform engineering
Developer workflows, internal tools, and release paths that make teams ship with less friction.
Infrastructure automation
Repeatable infrastructure, monitoring, and operational automation for systems that cannot depend on manual fixes.
AI systems
Practical AI workflows for research, document processing, messaging, and human-reviewed business operations.
Portfolio
MABI
A WhatsApp-based assistant that helps evaluate business ideas, research markets, and keep sensitive decisions under human review.
AI operationsWhatsAppResearchHuman review
Reliable data extraction from unreliable printed scans
Turns low-quality scanned documents into structured data that can be reviewed, exported, and trusted in operations.
OCRData extractionReview workflowsExports
Critique Queue
Run design critique without spreadsheet drift: fair rotation, visible skips, and auditable session history.
Design opsFair rotationTeam ritualsAuditability
Physical infrastructure consulting
Office and local infrastructure planned, installed, and documented so networks, racks, and automations are maintainable.
NetworksRacksAutomationDocumentation