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Complete archive

168 Projects.
Every Domain.

The complete project archive — 8 featured case studies with Challenge/Solution/Impact, plus the full catalogue of 168 projects grouped by engaging organization, as recorded in the project register. 26 years of engineering high-impact software, data, and AI solutions.

168
Total Projects
72
Sinn Tecnologia
25
Marzullo Soluções
21
COPPE/UFRJ
18
Arcolabs
14
BeyondRisk
10
via BairesDev
8
ProSolution
Early-stage product line

Ledgi Technologies

A modular, AI-driven set of business applications over a shared data layer.

Ledgi is MZ Unlimited's own product line, at an early stage of development: modular business applications that share one data layer and AI-driven workflows. The first module, Ledgi Start, is in use for MZ's own invoicing; further modules are being developed from internal use toward commercial release.

Ledgi Tech is a brand of MZ Unlimited LLC.

Visit ledgi.tech

Modular SaaS

Independent applications that compose into a full business suite.

Shared Data Layer

A common data layer connecting every module.

AI-Driven Workflows

Operations, data, and decision-making powered by AI end to end.

Early-childhood learning platform

Amazing Wise Friends

A learning world for children aged 3 to 6: games, narrated lessons and progress reports aligned with Brazil's BNCC curriculum.

Amazing Wise Friends (Amigos Super Sabidos) began at Arcolabs as a studio title helping children learn to read, write and do basic mathematics, and was presented at XDS 2017 and 2019 in Vancouver, Game Connection Europe 2017 and Gamescom 2018. Its second version is an educational platform delivered through partner schools: families join through their school, children play in a web browser or tablet app, in Portuguese or English, and parents follow every step in simple reports.

Unlimited Studio and Amazing Wise Friends are brands of MZ Unlimited LLC.

Visit ultd.studio

Ages 3 to 6, built on the BNCC

Activities follow the fields of experience of Brazil's early-childhood curriculum, in three age bands: 3–4, 4–5 and 5–6.

Games and narrated lessons

Short games and read-along lessons, each led by a character who guides one area of learning.

Schools and families

Free for families through their school, with no ads or in-app purchases; parents follow progress in clear reports.

8 Featured Case Studies

Landmark projects with Challenge, Solution, and measurable Impact — the same accounts as on the home page.

TCE-SP Remote Sessions (2020) — Emergency Videoconference Sessions

Tribunal de Contas do Estado de São Paulo (TCE-SP)

GovTech

Challenge

COVID-19 halted in-person sessions in April 2020. Under Resolução nº 02/2020 the Court needed a session, voting and agenda system to keep deliberating on the public spending of the 644 municipalities it audits.

Solution

Designed and delivered the session, voting and agenda system that supported the Court's emergency videoconference sessions — session management, electronic voting and role-based access.

Impact

85 remote sessions held during the pandemic, keeping the Court's oversight of the 644 municipalities running.

REGIN — Integrated Company Registration

ProSolution (PSCS) — Brazilian Boards of Trade and municipalities

GovTech

Challenge

Company incorporation in Brazil took five to six months due to fragmented, paper-based bureaucracy across multiple disconnected government agencies.

Solution

Built an integrated digital platform unifying state, municipal, and federal agencies into a single streamlined workflow with automated validation.

Impact

Incorporation time cut from five to six months to about 60 days. Present in more than 1,000 cities and nine Boards of Trade: all 92 municipalities of Rio de Janeiro state (2022), 144 in Pará and 279 in Bahia (2026), more than 100 in Pernambuco (2023); 250 Santa Catarina municipalities by 2009, with 676 municipal servants trained.

PlayEduca Disney Edition

Escola 24 Horas (Disney-licensed)

Mobile/EdTech

Challenge

Brazilian schools needed engaging, curriculum-aligned digital learning that could genuinely compete with entertainment for young children's attention.

Solution

Developed an educational game platform featuring licensed Disney characters, with activities by Brazilian educators aligned with the National Curriculum Base (BNCC) for pre-school — as lead architect and head of development, leading front-end and back-end teams of 32.

Impact

Released in August 2019; reached more than 100,000 children (client-reported), developing the literacy and numeracy skills pre-school children need. Acquired by a national educational group in 2022 (client's account).

Lionsgate Content Recommendation Engine

Lionsgate (via BairesDev)

AI/ML

Challenge

Lionsgate's streaming platform had low content discovery rates and poor user engagement — manual curation couldn't scale to match catalog size.

Solution

Engineered high-performance ML recommendation APIs analyzing viewing patterns, content metadata, and collaborative signals via Python + FastAPI on AWS.

Impact

Measurable improvement in user engagement metrics. Personalized recommendations serving Lionsgate's full content catalog at production scale.

Brazilian Navy Defense Infrastructure

Brazilian Navy / COPPE/UFRJ

Enterprise

Challenge

The Brazilian Navy relied on disconnected legacy systems for supply cataloguing, warship maintenance logistics and financial management.

Solution

Delivered, through COPPE/UFRJ, SINGRA (supply management with NATO catalogue integration), SISALI (warship logistic support and maintenance, 2008–2012, as project manager), Quaestor (led six developers) and DFM-BI (the Finance Directorate's dashboard).

Impact

SISALI was the Navy's first warship logistic-support and maintenance system; in 2013 the Navy's Integrated Logistics Support Bureau (NALIM) recorded Fabio as its project manager.

BeyondRisk AI & Data Lake Platform

BeyondRisk

AI/ML

Challenge

A next-generation risk management company needed to transform raw, siloed cybersecurity data into actionable executive intelligence at scale.

Solution

Assembled a team of about ten engineers and shipped the MVP in four months. Designed the full data architecture (RabbitMQ, Apache Iceberg, Spark, Trino) and built LLM-powered BI dashboards plus the AI-6 application builder.

Impact

Real-time analytics pipeline processing cybersecurity events at enterprise scale. AI-powered insights reducing analyst workload and accelerating threat response.

Newsela Content Intelligence System

Newsela (via BairesDev)

Mobile/EdTech

Challenge

Newsela's K-12 platform needed a new content-discovery service to deliver personalized content to its teachers and students at scale.

Solution

Built ML-powered microservices using content similarity analysis and clusterization to intelligently match articles to student reading levels and interests.

Impact

Content-discovery service deployed on a platform serving nearly 1 million teachers and 9 million students. Recommendation engine on AWS Lambda serving personalized feeds at scale.

IEG-M Municipal Management Effectiveness Dashboard

TCE-SP / São Paulo State Government

Data/BI

Challenge

The 644 municipalities audited by the Court had no unified accountability dashboard — citizens and auditors couldn't compare management effectiveness or identify underperforming governments.

Solution

Built the interactive data-visualisation dashboard computing the Municipal Management Effectiveness Index (IEG-M) for the 644 municipalities, launched in 2015.

Impact

First unified public accountability tool for the 644 municipalities audited by the Court, enabling citizens and journalists to hold local governments accountable; cited in the Court's 2018 Innovare submission.

Full Project Archive

All 168 projects (2000–2026) for 66 organisations, grouped by engaging organization as recorded in the project register. Use the filters to explore by organization.

Sinn

Sinn Tecnologia

72 projects March 2010 – August 2022 · no longer operating; consolidated into Marzullo Soluções
  • SinnAudesp-TCETCE-SP
  • SinnCadastro TCE — Institutional RegistryTCE-SP
  • SinnFrotas — Fleet ManagementTCE-SP
  • SinnMeritumTCE-SP
  • SinnCadastro de Órgãos — Public-Body RegistryTCE-SP
  • SinnFiscalize com o TCESP — Citizen Reporting AppTCE-SP
  • SinnTeletrabalho (THEA) — Remote-Work ManagementTCE-SP
  • SinnFérias — Leave ManagementTCE-SP
  • SinnFiscalize Dashboard — Reports Management PanelTCE-SP
  • SinnJuris Taquigrafia — Session TranscriptionTCE-SP
  • SinnFiscalize Manifestação — Citizen Reports ModuleTCE-SP
  • SinnJuris Plenário Virtual — Session, Voting and Agenda System for the 2020 Remote SessionsTCE-SP
  • SinnData MiningTCE-SP
  • SinnProtocolo Digital — Electronic Document FilingTCE-SP
  • SinnDecisões — Rulings DatabaseTCE-SP
  • SinnSSDATCE-SP
  • SinnGestor Municipal — Mayor's Mobile AppTCE-SP
  • SinnPerfis — Access ProfilesTCE-SP
  • SinnIEGM — Municipal Management Effectiveness Index PanelTCE-SP
  • SinnJuris Pauta — Session AgendaTCE-SP
  • SinnInelegíveis — Ineligible Bidders RegistryTCE-SP
  • SinnPortal da Fiscalização — Audit PortalTCE-SP
  • SinnAgregador TCE — Data AggregatorTCE-SP
  • SinnApenados — Sanctioned Companies RegistryTCE-SP
  • SinnSISNOT — Notifications and Summons ManagementTCE-SP
  • SinnConcursos — Public ExaminationsTCE-SP
  • SinnEPETCE-SP
  • SinnFSM — People ManagementTCE-SP
  • SinnDe Olho na Escola — Public-School Oversight AppTCE-SP
  • SinnSiga — Internal Administration SystemSinn — own products
  • SinnbuSinness — Electronic Contracts PlatformSinn — own products
  • SinnSinntesis — Legal Document AI GeneratorSinn — own products
  • SinnSinn.id — Identity Management PlatformSinn — own products
  • SinnSportsX — Sports Business PlatformSinn — own products
  • SinnPlayStats — Game Analytics and BackendSinn — own products
  • SinnSinn.wallet — Digital WalletSinn — own products
  • SinnRetail Indicators DashboardSinn — own products
  • SinnInsurance Indicators DashboardSinn — own products
  • SinnSinn.chat — Chat Integration APISinn — own products
  • SinnProject Builder — Business Intelligence ModuleProject Builder
  • SinnKanban ML — Computer-Vision Kanban TrackingProject Builder
  • SinnProject Builder Mobile AppProject Builder
  • SinnGoogle Hackathon — Transparência Brasil Data PanelsGoogle hackathon (Sinn team)
  • SinnAquarius — CNPq Research PanelCGEE
  • SinnRHCTI — Researcher Remuneration Transparency PanelCGEE
  • SinnCAGED — Employment Indicators DashboardMinistry of Labour (MTE)
  • SinnDEFIT — Indicators DashboardMinistry of Labour (MTE)
  • SinnDWFiscal — Inspection Data WarehouseMinistry of Labour (MTE)
  • SinnMigranteWeb — Migration Indicators DashboardMinistry of Labour (MTE)
  • SinnOuvidor — Ombudsman Indicators DashboardMinistry of Labour (MTE)
  • SinnPNMPO — Indicators DashboardMinistry of Labour (MTE)
  • SinnSISAO — Indicators DashboardMinistry of Labour (MTE)
  • SinnSIPES — Indicators DashboardMinistry of Labour (MTE)
  • SinnBusiness Intelligence — Pentaho DashboardsTrend Viagens
  • SinnBusiness Intelligence — Pentaho DashboardsOdonto Company
  • SinnBusiness Intelligence — Pentaho ETL and DashboardsAES
  • SinnDynamic Schema Processor — BI ETL and DashboardsDelphos
  • SinnBusiness Intelligence — Pentaho DashboardsAutoviação 1001
  • SinnBusiness Intelligence — Pentaho ETL and DashboardsGEN
  • SinnBusiness Intelligence — Pentaho DashboardsGroupon
  • SinnBusiness Intelligence — Pentaho ETL and DashboardsKore
  • SinnPMO Dashboard — PentahoPrudential
  • SinnBusiness Intelligence — Pentaho ETL and DashboardsBSI
  • SinnBusiness Intelligence — Pentaho DashboardsValecard
  • SinnBusiness Intelligence — Pentaho ETL and DashboardsUno Soluções
  • Sinn1746 Citizen-Service DashboardRio de Janeiro City Hall
  • SinnISS Tax Revenue DashboardRio de Janeiro City Hall
  • SinnSMTR Urban Mobility DashboardRio de Janeiro City Hall
  • SinnWater Consumption DashboardRio de Janeiro City Hall
  • SinnWaze Big Data ProjectFGV
  • SinnCTS Portal (FGV Direito Rio)FGV
  • SinnSmart Cities Big Data Portal (IDB / FGV)FGV
Marzullo Soluções

Marzullo Soluções em Gestão Empresarial Ltda.

25 projects 2005 – present
  • Marzullo SoluçõesSevena App — Makeup Mobile ApplicationGloryMakeup Inc.
  • Marzullo SoluçõesSevena AR — Makeup Augmented-Reality ApplicationGloryMakeup Inc.
  • Marzullo SoluçõesDr. Licita — AI Robot for Public ProcurementDr. Licita
  • Marzullo SoluçõesData Harvest — Web CrawlerMZ Unlimited (internal)
  • Marzullo SoluçõesKasalink — Real-Estate Sales SystemKasalink
  • Marzullo SoluçõesSmart-Share — Vehicle Sharing SystemSmart-Share
  • Marzullo SoluçõesSmart-Home — Home Sharing SystemSmart-Home
  • Marzullo SoluçõesInterface PymesBull
  • Marzullo SoluçõesInterface CICBull
  • Marzullo SoluçõesInterface VIP-LinesBull
  • Marzullo SoluçõesInterface APG-SARTBull
  • Marzullo SoluçõesInterface CLABull
  • Marzullo SoluçõesInterface BISBull
  • Marzullo SoluçõesInterface BUCBull
  • Marzullo SoluçõesInterface GUCBull
  • Marzullo SoluçõesInterface JacadaBull
  • Marzullo SoluçõesInterface SOSBull
  • Marzullo SoluçõesMedical Records SystemMZ Unlimited (internal)
  • Marzullo SoluçõesAmazing Wise Friends v2Own educational platform
  • Marzullo SoluçõesPayment Service — Payment HubInternal payment hub
  • Marzullo SoluçõesDreamLightMarzullo Soluções (own)
  • Marzullo SoluçõesIntegraFundação Unidos Pela Vida
  • Marzullo SoluçõesConexão Fibrose Cística — Website and Management SystemFundação Unidos Pela Vida
  • Marzullo SoluçõesUTC Não Pode Rir AppIrmãos Castro
  • Marzullo SoluçõesMobile Academic Management SystemCurso Progressão
COPPE/UFRJ

COPPE/UFRJ — Database and Knowledge Management Department

21 projects 2000 – 2016 · software engineer, then architect and senior manager
  • COPPE/UFRJOntology Creation SystemPUC
  • COPPE/UFRJDictionary Entry Management SystemPUC
  • COPPE/UFRJSISALI — Warship Logistics SupportBrazilian Navy
  • COPPE/UFRJDFM-BI — Navy Finance DashboardBrazilian Navy
  • COPPE/UFRJSINGRA — Supply Management Information SystemBrazilian Navy
  • COPPE/UFRJSINGRA DW — Data WarehouseBrazilian Navy
  • COPPE/UFRJQuaestor (Java) — Finance Directorate ManagementBrazilian Navy
  • COPPE/UFRJQuaestor — MaintenanceBrazilian Navy
  • COPPE/UFRJAntaresPetrobras
  • COPPE/UFRJAntares — CompetenciesPetrobras
  • COPPE/UFRJSGV — Sales Management SystemEmbratel
  • COPPE/UFRJDebris Control SystemPetrobras (REDUC)
  • COPPE/UFRJCGEEMCTI
  • COPPE/UFRJInfraero Fare Management SystemRio Sul Linhas Aéreas
  • COPPE/UFRJCOPPETEC Management SystemCOPPETEC
  • COPPE/UFRJDatabase Project Management SystemCOPPETEC
  • COPPE/UFRJData Processing ProjectPrêmio Innovare
  • COPPE/UFRJPatient Management SystemIPUB-UFRJ
  • COPPE/UFRJDeep-Drilling Equipment Management SystemSchlumberger
  • COPPE/UFRJData Mining ProjectTrails
  • COPPE/UFRJML/AI ProjectMCTI
Arcolabs

Arcolabs

18 projects 2016 – 2020 · no longer operating; consolidated into Marzullo Soluções
  • ArcolabsPlayEduca Disney EditionEscola 24 Horas (Disney-licensed)
  • ArcolabsMika's Diary AppSupertoons
  • ArcolabsSoccer Cards LeagueSinn Tecnologia
  • ArcolabsZoingBoomArcolabs (studio title)
  • ArcolabsPlayMundiArcolabs (studio title)
  • ArcolabsGame do CorinthiansArcolabs (studio title)
  • ArcolabsSenninha AppArcolabs (studio title)
  • ArcolabsFabulinhas ARArcolabs (studio title)
  • ArcolabsZoorquestraArcolabs (studio title)
  • ArcolabsMundo Bita AppArcolabs (studio title)
  • ArcolabsMacakidsArcolabs (studio title)
  • ArcolabsJandaia AppJandaia
  • ArcolabsSeagate Virtual ExperienceSeagate
  • ArcolabsMy Big Big Friend AppArcolabs (studio title)
  • ArcolabsAmazing Wise Friends v1Arcolabs (studio title)
  • ArcolabsCarreira GuináticaArcolabs (studio title)
  • ArcolabsAuthentic Games Oficial — developed by Little Giants Studio under Arcolabs' licence; published on the App Store by MZ Unlimited LLCArcolabs (licence)
  • ArcolabsMamonas Assassinas Keyboard AppArcolabs (studio title)
BeyondRisk

BeyondRisk

14 projects 2022 – 2025
  • BeyondRiskBeyondRisk PlatformBeyondRisk
  • BeyondRiskAI-6BeyondRisk
  • BeyondRiskPrompt to BuildBeyondRisk
  • BeyondRiskMyPriveBeyondRisk
  • BeyondRiskMyPrive V2BeyondRisk
  • BeyondRiskEVASBeyondRisk
  • BeyondRiskImproovBeyondRisk
  • BeyondRiskSite no GrajaúBeyondRisk
  • BeyondRiskQGN WebsiteBeyondRisk
  • BeyondRiskBodyPlace WebsiteBeyondRisk
  • BeyondRiskTudo Sobre ImóveisBeyondRisk
  • BeyondRiskImovel-onBeyondRisk
  • BeyondRiskInnovate WebsiteBeyondRisk
  • BeyondRiskTrails ProjectBeyondRisk
via BairesDev

BairesDev LLC — client assignments via BairesDev

10 projects April 2021 – May 2026
  • via BairesDevEducational Content System — Content Discovery ServiceNewsela · via BairesDev
  • via BairesDevMedia Post Value Analysis SystemMVP-Index · via BairesDev
  • via BairesDevReal-Estate Management and Sales SystemReal Geeks · via BairesDev
  • via BairesDevCustomer Management SystemHensalco-op · via BairesDev
  • via BairesDevEnigma AI — AI for Financial MarketsEnigma AI · via BairesDev
  • via BairesDevRUBY — Real-Estate Project ManagementPartner ESI · via BairesDev
  • via BairesDevGen AI Project — Title RecommendationLionsgate · via BairesDev
  • via BairesDevWikiClipEcho Harbor Press · via BairesDev
  • via BairesDevAIThinksEcho Harbor Press · via BairesDev
  • via BairesDevRedica System App 2.0Redica · via BairesDev
ProSolution

ProSolution (PSCS)

8 projects 2005 – 2021 · software architect and Java team lead, REGIN municipal module (2005–2007); later work via Marzullo Soluções and Sinn
  • ProSolutionJUCEPA ChatBotProSolution
  • ProSolutionREGIN — Integrated Company RegistrationProSolution — Boards of Trade (Brazil)
  • ProSolutionCIATProSolution — Chile
  • ProSolutionProtocoloProSolution
  • ProSolutionE-TaxProSolution
  • ProSolutionE-LegislaçãoProSolution
  • ProSolutionCampaign System — 2006 Santa Catarina Elections2006 Santa Catarina elections
  • ProSolutionCase Management SystemRio de Janeiro Court of Justice