Work

Systems in production, each told from the problem to the result.

  1. In production

    HR & Workforce Management Platform

    Moffett Automation (internal)

    A company-owned workforce platform built from scratch and used daily by 150+ employees: web and Android/iOS apps, facial-detection kiosk check-in with kiosk tablet management, shift and rest checks, project management, HR and payroll reports, an AI agent with human-in-the-loop workflows and a digital fire register.

    150+Daily users

    Mobile apps to Workforce management & time tracking. Web app to Workforce management & time tracking. Kiosk check-in to Workforce management & time tracking. Kiosk check-in to Kiosk tablet management. AI agent to Workforce management & time tracking. Workforce management & time tracking to Monitoring. Mobile apps to Resource requests. Workforce management & time tracking to Digital fire register. Also: Project management. HR & payroll reports.Mobile appsWeb appAI agentguides users,in-app actions,reports, humanin the loopKioskcheck-infacial detectionResourcerequestsWorkforcemanagement& timetrackingKiosk tabletmanagementupdates anddevice statusMonitoringshiftinconsistencies,excessiveworkingperiods,missing restintervalsDigital fireregisterProjectmanagementHR & payrollreportsMobile apps to Workforce management & time tracking. Web app to Workforce management & time tracking. Kiosk check-in to Workforce management & time tracking. Kiosk check-in to Kiosk tablet management. AI agent to Workforce management & time tracking. Workforce management & time tracking to Monitoring. Mobile apps to Resource requests. Workforce management & time tracking to Digital fire register. Also: Project management. HR & payroll reports.MobileappsWeb appAI agentKioskcheck-inResourcerequestsWorkforcemanagement& timetrackingKiosk tabletmanagementMonitoringDigital fire registerProject managementHR & payroll reports

  2. In production

    Agentic Document Inspector & Orchestrator

    Moffett Automation (internal)

    A production platform for large document collections, built from scratch: it validates required fields and expected values, detects inconsistencies and contract-critical changes, tracks dependencies across business units and propagates changes to related project documents, with human-in-the-loop approval.

    ~90% lowerDocument review and update workload

    Source document to Document-specific evaluation. Source document to Cross-document orchestration. Cross-document orchestration to Related project documents. AI-assisted generation, validation & updating to Related project documents.Source documentDocument-specificevaluationrequired fields, expectedvalues, inconsistencies& contract-criticalchangesCross-documentorchestrationconsistency &dependencies acrossbusiness unitsAI-assistedgeneration,validation &updatingRelated projectdocumentsengineeringspecifications, financialdocumentation, tenderdocuments, technicalschematicsSource document to Document-specific evaluation. Source document to Cross-document orchestration. Cross-document orchestration to Related project documents. AI-assisted generation, validation & updating to Related project documents.Source documentDocument-specificevaluationCross-documentorchestrationAI-assistedgeneration,validation &updatingRelated project documents

  3. In production

    AI-Assisted Translation & Curriculum-Adaptation Workflows

    Santillana (Sanoma Group)

    Streamlined AI-assisted translation workflows for a publisher (turnaround ~4 months to ~2 weeks, costs ~90% lower) and supported the automation of curriculum adaptation (~50% faster, ~95% cheaper, delivered in-house).

    ~4 months→ ~2 weeksTranslation turnaround

    Proprietary editorial content + previous content data to AI-friendly dataset. Also: AI-assisted translation workflow. Curriculum-adaptation workflow.Proprietary editorialcontent + previouscontent dataAI-friendly datasetRAG, chunking,LLM-based tagging,knowledge graphs, datastructuringAI-assistedtranslation workflowCurriculum-adaptation workflowProprietary editorial content + previous content data to AI-friendly dataset. Also: AI-assisted translation workflow. Curriculum-adaptation workflow.Proprietary editorial content + previouscontent dataAI-friendly datasetAI-assistedtranslation workflowCurriculum-adaptation workflow

  4. In production

    AI-Powered Real Estate Automation Platform

    HG Viajes Agency

    A web application that turns structured property data into portal-ready listings tailored to buyer profiles and markets, with one-click text and visual assets: room classification, alternate views, virtual staging and pre-valuation.

    Structured property data to Listing generation, tailored to buyer profiles & markets. Web application to Listing generation, tailored to buyer profiles & markets. Listing generation, tailored to buyer profiles & markets to One-click portal-ready listings. Multimodal computer vision pipeline to One-click portal-ready listings. Also: Pre-valuation.Webapplicationcustomisedproperty formStructuredpropertydataListinggeneration,tailored tobuyerprofiles &marketsMultimodalcomputervisionpipelineroomclassification,alternate views,virtual staging(furnitureremoval oraddition, styleadaptation)One-clickportal-readylistingstext & visualassetsPre-valuationlocation, floorarea, roomcharacteristicsStructured property data to Listing generation, tailored to buyer profiles & markets. Web application to Listing generation, tailored to buyer profiles & markets. Listing generation, tailored to buyer profiles & markets to One-click portal-ready listings. Multimodal computer vision pipeline to One-click portal-ready listings. Also: Pre-valuation.Web applicationStructured propertydataListing generation,tailored to buyerprofiles & marketsMultimodal computervision pipelineOne-click portal-ready listingsPre-valuation