Technology executive and software architect with over 15 years of experience. Trusted by Google, Disney, Petrobras, and the São Paulo State Government to deliver 166 mission-critical projects across GovTech, EdTech, AI/ML, and Enterprise.
Get to know me
A technology executive and software architect with over 15 years of experience driving innovative solutions and leading high-performance teams across GovTech, EdTech, FinTech, AI/ML, and Enterprise.
Trusted by Google, Disney, Petrobras, and the São Paulo State Government to deliver 166 mission-critical projects — from emergency government platforms built in 4 days to AI-powered recommendation engines serving millions of users.
Passionate about emerging technologies — particularly AI/ML advancements and the transformative potential of Large Language Models. My interests span Python, Blockchain, and cutting-edge AI/ML applications, continuously pushing the boundaries of what's possible in software and systems design.
Postgraduate in AI/ML from Columbia University. Leading AI-first product development and LLM integrations for enterprise clients.
Delivered critical systems for Brazilian Navy, Ministry of Defense, and TCE-SP over 20+ years of mission-critical work.
Doctor of Science in Computer Science from COPPE/UFRJ. Published 4 books and presented at IEEE, World Congresses, and international summits.
Projects deployed across Brazil, USA, Taiwan, and Europe. CEO of multiple technology ventures simultaneously.
What I bring
A comprehensive technology stack built over 15 years of hands-on delivery across 166 projects.
Career journey
15+ years across government, enterprise, and startup environments — from the Brazilian Navy to Lionsgate.
MZ Unlimited Global
Leading development of AI projects, focusing on Python, AWS, Flask, SQLAlchemy, MySQL, PostgreSQL, and AI/ML and LLM integrations.
Echo Harbor LLC
Managing a team of AI/ML experts and software engineers developing high-profile projects focused on user interaction with the AI world. Defined and implemented scalable, API-driven infrastructures supporting real-time analytics and complex data integrations.
BeyondRisk
Directed all IT departments and led strategic planning for a next-generation risk management platform. Spearheaded AI/ML initiatives including LLM-powered data analytics, integrated call center solutions, and cybersecurity projects. Architected the company's data lake using RabbitMQ, Iceberg, Spark, and Trino.
BairesDev
Consistently delivered high performance and technical excellence across several high-profile projects. Architected Python and AI/ML/LLM solutions for multiple enterprise customers.
Lionsgate
Engineered high-performance APIs to power content recommendation engines that improved user engagement metrics. Worked closely with data scientists and ML experts to integrate predictive algorithms into production systems.
Glory Makeup (Taiwan)
Designed and developed backend infrastructure for a cutting-edge mobile augmented reality application, significantly enhancing user experience. Delivered a robust, scalable system supporting rapid growth and high availability.
Unlimited AI & Unlimited Studio
Leading AI project development and a pioneering game company dedicated to creating engaging and educational experiences for children, blending fun and learning for ages 3–6 across interactive VR, apps, and games.
Tribunal de Contas do Estado de São Paulo (TCE-SP)
Coordinated 50+ projects focused on digital transformation in public management and finance control. Key initiatives: Plenário Virtual (web voting platform built in 4 days during COVID-19), Protocolo Digital, and Financial Transparency Tools.
Sinn Tecnologia
Led development for HealthTech, LegalTech, GovTech, FinTech, and EdTech projects. Key projects: Initial Dex Offering Platform, Smartshare Home and Vehicle System, and Ministry of Labour business intelligence platform.
Arcolabs
Oversaw technical direction and game design for a portfolio of mobile games. Notable titles: 'UTC Não Pode RIR', 'O Diário de Mika', 'Senninha App', 'Game do Corinthians', and the award-winning PlayEduca Disney Edition.
COPPE/UFRJ — Postgraduate Programs Coordination
Directed 20+ critical projects across finance control, HR, logistics, and telecommunications for the Brazilian Navy and Ministry of Defense. Modernized legacy systems and introduced agile methodologies to government infrastructure.
What I've built
8 landmark projects spanning government, entertainment, education, defense, and AI — each delivering measurable, real-world impact.
Tribunal de Contas do Estado de São Paulo (TCE-SP)
Challenge
COVID-19 halted in-person court sessions, threatening democratic oversight of 645 municipalities' public spending with no existing digital alternative.
Solution
Designed and delivered a secure web-based voting platform — with session management, electronic signatures, and role-based access — in just 4 days.
Impact
Maintained uninterrupted democratic oversight of 645 municipalities through the pandemic. Platform adopted permanently by TCE-SP.
PSCS-RJ / São Paulo State Government
Challenge
Company incorporation in Brazil required up to 150 days 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 150 days to under 30 days. Adopted by 1,000+ cities across Brazil as the national digital standard.
Escola 24H & Disney
Challenge
Brazilian schools needed engaging, curriculum-aligned digital learning that could genuinely compete with entertainment for young children's attention.
Solution
Developed an award-winning educational game platform featuring Disney characters, fully aligned with Brazil's National Curriculum Base (BNCC).
Impact
Won multiple national EdTech awards. Deployed across thousands of Brazilian schools with measurable literacy and numeracy improvements.
Lionsgate (via BairesDev)
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 / Ministry of Defense / COPPE/UFRJ
Challenge
The Brazilian Navy operated with disconnected legacy systems for parts cataloging, warship logistics, and financial management across dozens of military commands.
Solution
Architected three mission-critical systems: SINGRA (NATO-integrated catalog), SISALI (warship logistics), and DFM-BI (cross-command financial dashboard).
Impact
20+ years of uninterrupted mission-critical service. NATO catalog integration for national security readiness across all naval commands.
BeyondRisk
Challenge
A next-generation risk management company needed to transform raw, siloed cybersecurity data into actionable executive intelligence at scale.
Solution
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 (via BairesDev)
Challenge
Millions of K-12 students receiving irrelevant educational content, reducing engagement and measurable learning outcomes across the platform.
Solution
Built ML-powered microservices using content similarity analysis and clusterization to intelligently match articles to student reading levels and interests.
Impact
Improved content relevance across millions of student accounts. Recommendation engine deployed on AWS Lambda serving personalized feeds at scale.
TCE-SP / São Paulo State Government
Challenge
São Paulo's 645 municipalities had no unified accountability dashboard — citizens and auditors couldn't compare spending efficiency or identify underperforming governments.
Solution
Built an interactive data visualization dashboard computing the Municipal Management Effectiveness Index (IEGM) across all state municipalities.
Impact
First unified public accountability tool for 45 million São Paulo residents, enabling citizens and journalists to hold all 645 local governments accountable.
Academic background
A strong foundation spanning computer science, AI, business, and law.
COPPE / UFRJ
2008 – 2014 · Advanced systems architecture & computational intelligence
COPPE / UFRJ
2003 – 2006 · Service-oriented architectures & software engineering
Federal University of Rio de Janeiro (UFRJ)
1996 – 2002
Fundação Getúlio Vargas (FGV)
2009 – 2010 · Graduated top 5% of the class
Columbia University / Emeritus
2019 – 2020
MIT Sloan School of Management / GetSmarter
2019
Fundação Getúlio Vargas (FGV)
2019 – 2020
Sun · IEEE · MPS.BR · Borland
Sun Certified Java Programmer · IEEE Services Computing Certified · MPS.BR Certified · Borland Certified JBuilder
Thought leadership
Books, research papers, and international conference talks.
IGI, 2025
Upcoming book on practical applications of LLMs in business intelligence and data analytics — bridging the gap between AI research and enterprise implementation.
2012
Comprehensive guide to iOS application development covering fundamentals and advanced techniques for the Brazilian developer community.
2009
Implementing Service-Oriented Architecture to drive business innovation and digital transformation.
IGI, 2021
Exploring the intersection of education theory and game development — how interactive media shapes learning outcomes.
IEEE · World Congresses · Las Vegas · Berlin · Barcelona · Rome
Research and case studies at major international conferences. Topics: IT governance, model-driven development, and AI/ML integration in enterprise systems.
Let's connect
Available for strategic consulting, technical leadership roles, and AI/ML projects worldwide.
fabio@mzunlimited.com
Phone
+1-689-236 2249
linkedin.com/in/fpmarzullo
Location
Rio de Janeiro, Brazil