About
Technology excites my mind. I love a challenge that puts my problem-solving to work. From everyday software to IoT, these tech puzzles make my eyes sparkle.
As a software engineer, I don't just build systems that hold up under real constraints: I map, architect, and scale them to keep working under pressure.
AI is a big part of that: I not only train and build it, but I'm an engineer who extracts the best out of it. I set the direction, review the output, and use AI where it actually helps me move faster.
Take a look around, it's a pleasure to have you here.
Academic Background
Institute of Technology and Leadership (Inteli)
B.Sc. Software Engineering · São Paulo, Brazil
Full scholarship student at a project-based learning institution ranked the most innovative university in Latin America by the WURI Rankings.
Exchange Year, Computer Science · England, United Kingdom
Exchange year focused on Computer Science, combining a UK academic perspective with international exposure to the field. Ranked among the top 500 universities worldwide in the QS World University Rankings 2027.
Projects
AGENTIC NAS
Multi-Agent Framework for Neural Architecture Search
Sep 2025 – Apr 2026 · University of Bradford · Final Year Project
An individually-researched framework that automates Neural Architecture Search using five specialized agents (Profiler, Builder, Trainer, Evaluator, Reporter) coordinated via CrewAI. Each agent operates within strict contract boundaries: the Profiler inspects the dataset, the Builder translates that understanding into a context-aware search space, the Trainer runs Optuna-driven optimization within it, and the Evaluator and Reporter assess and document the results. Validated end-to-end on a real ECG dataset, correctly identifying dataset constraints and selecting a CNN1D architecture consistent with the data's structure.
TAAS
Decentralized Fact-Checking News Platform
Jul – Sep 2025 · WCHL 2025, ICP Hubs Network
Built a decentralized news platform on the Internet Computer Protocol (ICP) where journalists publish censorship-resistant content on-chain, verified through AI-driven fact-checking. A modular canister architecture (Motoko) handles user identity, publishing, LLM-based verdict generation from community-curated trusted sources, and crypto-based subscriptions settled in ckBTC. Placed 3rd in Brazil's qualification round, advanced to the national round, then reached the regional round — the competition's penultimate stage.
TIMENOW
CI/CD Automation Framework
Apr – Jun 2025 · in partnership with Timenow
Designed a CI/CD automation framework to replace Timenow's manual build-test-deploy process, which caused inconsistent environments and high error rates in production releases. Built YAML-based Azure Pipelines for frontend and backend, with automated testing (Jest, PyTest), enforced pull-request reviews, semantic versioning tied to Git tags, and zero-downtime deployments via Azure deployment slots with rollback support.
RAPPITORS
System Resilience & Observability for Delivery App
Feb – Apr 2025 · in partnership with Rappi
Built an observability and quality-control layer for Rappi's courier app, focused on system resilience. Implemented real-time monitoring with Prometheus and Grafana, load testing with Locust, and a version-sync service (Python + Firebase Realtime Database) that flags outdated API integrations automatically. Also prototyped a predictive maintenance model using machine learning on distributed system logs to anticipate failures before they happen.
FOODATLAS
WhatsApp Restaurant Recommendation Bot
Jul 2024 – Feb 2025 · Freelance
A B2C chatbot that gives personalized restaurant recommendations through WhatsApp, using NLP to understand natural-language requests — cuisine type, location, budget, dietary preferences. Backend in Node.js/Express on Google Cloud, with Dialogflow handling intent detection and entity extraction, and BigQuery powering user history and personalization.
INSPETEC
System Architecture for Building Inspections
Oct – Dec 2024 · in partnership with IPT
Designed a modular cloud architecture to replace IPT's manual, paper-based building inspection process. Focused on confidentiality and interoperability as the key non-functional requirements — RBAC, encryption at rest, and standardized REST/GraphQL APIs to support future integration with IoT devices, drones, and BIM/CAD systems. Validated the design using ATAM, with Markov Chains and Petri Nets to simulate system behavior under the new architecture.
LAW HUNTER
Regulatory Change Monitoring Platform
Aug – Oct 2024 · in partnership with Bank of America
Built a platform that automates regulatory compliance monitoring for Bank of America's operations in Brazil. Combines web scraping and NLP to continuously track new rules from regulators like BACEN and CVM, then classifies them through a hierarchical tagging system to route changes to the right compliance teams. Backend split between Go and C#/.NET, with Python handling the NLP and machine learning pipeline; PostgreSQL on Amazon RDS for storage.
LEGACY LAB
CEO Networking & Project Synergy App
Apr – Jun 2024 · in partnership with Fundação Dom Cabral
Built a mobile app for FDC's "CEO's Legacy" program, helping CEOs manage their projects and discover valuable synergies with peers. A recommendation system, based on user profile and rating history, suggests projects likely to produce productive collaborations — turning a network of business leaders into an active source of connections. Backend in C# with Dapper, React Native for cross-platform mobile, and a Python/pandas pipeline powering the recommendation model. Hosted on AWS.
A.S.A.S.
Impact Management Platform for NGOs
Feb – Apr 2024 · in partnership with Gerando Falcões
Built a web app helping Gerando Falcões' partner NGOs track service delivery and measure social impact — replacing informal, inconsistent record-keeping with a simple system designed for low digital literacy and unreliable connectivity in underserved communities. Backend with Express and Sequelize (JWT auth), React frontend with Ant Design and Vite, deployed on AWS (EC2 + RDS).
CLEPIUS
IoT for Hospital Patient Flow
Oct – Dec 2023 · Hospital Sírio-Libanês
An IoT prototype that tracks doctors and patients in real time inside the hospital, reducing wait times and improving response coordination. Built on ESP32 devices communicating over Wi-Fi and ESP-NOW, with data flowing through MQTT into a live Ubidots dashboard.
SINAPSE
Churn Prediction for Energy Clients
Aug – Oct 2023 · BCG
A predictive model built for a global consulting firm to forecast customer churn for an energy provider. Followed CRISP-DM end to end, testing multiple algorithms before landing on Random Forest — 89.98% accuracy on the test set.
TEKO PORÃ
Digital Data Collection for Natura
Mar – Jun 2023 · in partnership with Natura
A web platform replacing Natura's paper-based data collection from Amazon rainforest producers. Two tailored interfaces — desktop for researchers, mobile-first for producers — sharing a common database, designed for offline-first use and low digital literacy.
BUMBA CODE
Educational Game for Kids
Jan – Mar 2023 · UFAL
A 2D isometric game teaching basic programming logic and math to elementary school children in Alagoas, Brazil, built around the regional Bumba Meu Boi festival. Contributed to programming, documentation, and the game's soundtrack.
AGENTIC NAS
Multi-Agent Framework for Neural Architecture Search
Sep 2025 – Apr 2026 · University of Bradford · Final Year Project
An individually-researched framework that automates Neural Architecture Search using five specialized agents (Profiler, Builder, Trainer, Evaluator, Reporter) coordinated via CrewAI. Each agent operates within strict contract boundaries: the Profiler inspects the dataset, the Builder translates that understanding into a context-aware search space, the Trainer runs Optuna-driven optimization within it, and the Evaluator and Reporter assess and document the results. Validated end-to-end on a real ECG dataset, correctly identifying dataset constraints and selecting a CNN1D architecture consistent with the data's structure.
TAAS
Decentralized Fact-Checking News Platform
Jul – Sep 2025 · WCHL 2025, ICP Hubs Network
Built a decentralized news platform on the Internet Computer Protocol (ICP) where journalists publish censorship-resistant content on-chain, verified through AI-driven fact-checking. A modular canister architecture (Motoko) handles user identity, publishing, LLM-based verdict generation from community-curated trusted sources, and crypto-based subscriptions settled in ckBTC. Placed 3rd in Brazil's qualification round, advanced to the national round, then reached the regional round — the competition's penultimate stage.
TIMENOW
CI/CD Automation Framework
Apr – Jun 2025 · in partnership with Timenow
Designed a CI/CD automation framework to replace Timenow's manual build-test-deploy process, which caused inconsistent environments and high error rates in production releases. Built YAML-based Azure Pipelines for frontend and backend, with automated testing (Jest, PyTest), enforced pull-request reviews, semantic versioning tied to Git tags, and zero-downtime deployments via Azure deployment slots with rollback support.
RAPPITORS
System Resilience & Observability for Delivery App
Feb – Apr 2025 · in partnership with Rappi
Built an observability and quality-control layer for Rappi's courier app, focused on system resilience. Implemented real-time monitoring with Prometheus and Grafana, load testing with Locust, and a version-sync service (Python + Firebase Realtime Database) that flags outdated API integrations automatically. Also prototyped a predictive maintenance model using machine learning on distributed system logs to anticipate failures before they happen.
FOODATLAS
WhatsApp Restaurant Recommendation Bot
Jul 2024 – Feb 2025 · Freelance
A B2C chatbot that gives personalized restaurant recommendations through WhatsApp, using NLP to understand natural-language requests — cuisine type, location, budget, dietary preferences. Backend in Node.js/Express on Google Cloud, with Dialogflow handling intent detection and entity extraction, and BigQuery powering user history and personalization.
INSPETEC
System Architecture for Building Inspections
Oct – Dec 2024 · in partnership with IPT
Designed a modular cloud architecture to replace IPT's manual, paper-based building inspection process. Focused on confidentiality and interoperability as the key non-functional requirements — RBAC, encryption at rest, and standardized REST/GraphQL APIs to support future integration with IoT devices, drones, and BIM/CAD systems. Validated the design using ATAM, with Markov Chains and Petri Nets to simulate system behavior under the new architecture.
LAW HUNTER
Regulatory Change Monitoring Platform
Aug – Oct 2024 · in partnership with Bank of America
Built a platform that automates regulatory compliance monitoring for Bank of America's operations in Brazil. Combines web scraping and NLP to continuously track new rules from regulators like BACEN and CVM, then classifies them through a hierarchical tagging system to route changes to the right compliance teams. Backend split between Go and C#/.NET, with Python handling the NLP and machine learning pipeline; PostgreSQL on Amazon RDS for storage.
LEGACY LAB
CEO Networking & Project Synergy App
Apr – Jun 2024 · in partnership with Fundação Dom Cabral
Built a mobile app for FDC's "CEO's Legacy" program, helping CEOs manage their projects and discover valuable synergies with peers. A recommendation system, based on user profile and rating history, suggests projects likely to produce productive collaborations — turning a network of business leaders into an active source of connections. Backend in C# with Dapper, React Native for cross-platform mobile, and a Python/pandas pipeline powering the recommendation model. Hosted on AWS.
A.S.A.S.
Impact Management Platform for NGOs
Feb – Apr 2024 · in partnership with Gerando Falcões
Built a web app helping Gerando Falcões' partner NGOs track service delivery and measure social impact — replacing informal, inconsistent record-keeping with a simple system designed for low digital literacy and unreliable connectivity in underserved communities. Backend with Express and Sequelize (JWT auth), React frontend with Ant Design and Vite, deployed on AWS (EC2 + RDS).
CLEPIUS
IoT for Hospital Patient Flow
Oct – Dec 2023 · Hospital Sírio-Libanês
An IoT prototype that tracks doctors and patients in real time inside the hospital, reducing wait times and improving response coordination. Built on ESP32 devices communicating over Wi-Fi and ESP-NOW, with data flowing through MQTT into a live Ubidots dashboard.
SINAPSE
Churn Prediction for Energy Clients
Aug – Oct 2023 · BCG
A predictive model built for a global consulting firm to forecast customer churn for an energy provider. Followed CRISP-DM end to end, testing multiple algorithms before landing on Random Forest — 89.98% accuracy on the test set.
TEKO PORÃ
Digital Data Collection for Natura
Mar – Jun 2023 · in partnership with Natura
A web platform replacing Natura's paper-based data collection from Amazon rainforest producers. Two tailored interfaces — desktop for researchers, mobile-first for producers — sharing a common database, designed for offline-first use and low digital literacy.
BUMBA CODE
Educational Game for Kids
Jan – Mar 2023 · UFAL
A 2D isometric game teaching basic programming logic and math to elementary school children in Alagoas, Brazil, built around the regional Bumba Meu Boi festival. Contributed to programming, documentation, and the game's soundtrack.
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13 projects · 5 slides
Experience
Software Development Intern – AI/ML
Jan 2025 – Sep 2025Sole AI engineer on a 6-person team in the IT Funds department. Designed and shipped an end-to-end ML pipeline on cloud (AWS) with specialized classifiers to automate cash transaction reconciliation across five investment fund categories. Cut manual processing time by ~75% (from 1 hour to ~15 minutes per week) at 80–90% model accuracy, and presented results to 40+ stakeholders.
Software Development Intern – Data & Analytics
Jul 2024Automated the data pipeline — complex queries on AWS Athena and RDS — behind operational KPI dashboards built in Tableau. Eliminated weekly manual reporting for 2–3 teams and contributed to the creation of a new internal monitoring area.
Software Development Intern – MLOps
Jan 2024Extended MLOps pipelines on Apache Airflow and AWS SageMaker to monitor ~10 active classification models. Developed new DAGs, standardized the monitoring rule architecture, and refactored legacy code with full technical documentation.
Software Development Intern – Full Stack
Jul 2023Built, solo and from scratch, the company's first data infrastructure: a relational SQL database of carbon credits aggregating multiple international sources, plus an internal React platform for searching and analyzing investment opportunities.
Credentials & Leadership
Certifications & Awards
- 2025Co-author, "Documentation and Quality Assurance as Code" — COBENGE
- 2025AWS Academy Graduate – Cloud Architecting
- 2024Generative AI & Trends, Winter Week — PUCP Business School, Lima, Peru
- 2024Blockchain & Web3 — Cartesi Masterclass
Leadership
President, Atlética Tantera (2023–2024)
Elected president of a 10-member student organization at risk of dissolving. Built 7 directorates from scratch, grew membership to 40, and delivered 20+ projects during the term — turning a struggling club into a structured, active organization.
- English Monitor, Inteli — volunteer instructor (Apr–Jun 2024)
- Community Volunteer — distributing essential goods across São Paulo (2022–2025)
Inside My Mind
Not everything fits in a “Projects” folder. Here's where I write about tech and AI, and document life abroad — one byte and one trip at a time.
Let's Talk
Got a project in mind, a role to fill, or just want to talk tech? I'd love to hear from you.