DriftPainel
Monitor drift between training data and current data to decide when to observe, keep or retrain models.
Includes statistical profiling, global score, feature ranking and no_action, monitor and retrain states.
Real projects, now also testable.
All seven cases provide a functional browser demo without login or paid infrastructure, alongside the problem, decisions, evidence, limitations and complete source. The 32-repository inventory also identifies studies, forks, prototypes and items without an implementation.
07 / 07 systems found
AI Data Quality Checker
Analyze CSV files repeatably, reveal quality issues and generate practical cleaning recommendations.
Detects nulls, duplicates, cardinality issues, inconsistent types, empty and constant columns, problematic names and outliers.
Portal Paroquial Integrado
Organize parish administration, pastoral workflows, public communication and governance with secure module-based access.
Implemented vertical flow: create person, view person, edit person and audit changes.
Pass-To-Pass
Answer operational incidents from local runbooks with diagnosis, checklist and traceable sources.
Delivers diagnosis, resolution steps, copyable checklist, sources, confidence, feedback and operational metrics.
VagasInLine
Collect, normalize and analyze international remote jobs from public sources and structured files.
Includes Bronze/Silver/Gold, Data Quality, Schema Drift, Data Lineage, CSV/Parquet/Markdown/HTML exports and a safe scraping policy.
Previsor de Renda
Estimate monthly income from socioeconomic and occupational features with methodological rigor and interpretability.
Documented evaluation on 25,801 observations: CatBoost reached 0.5913 log-scale R² and the hybrid model reached 0.4906 R² on the original scale.
SmartClass IaC
Turn a manual full-stack deployment into declarative, repeatable infrastructure on AWS.
The repository contains 96 files, three Terraform modules and Docker images for frontend and backend, plus the full-stack application.
GITHUB AUDIT / 23 JUL 2026
Verifiable GitHub inventory
Classification based on the README, metadata and file tree of each public repository. Forks, prototypes and empty repositories are explicit so contribution is not confused with authorship.
32public repositories
7selected cases
25with verifiable code
4identified forks
2without implementation
Selected case studies07
Selected case studies
DriftPainel ↗
Full-stack MLOps platform for detecting, scoring and reporting data drift.
- Python
- React
- MLOps
Selected case studies
DadosD_qualidade ↗
Full-stack CSV quality analyzer with rules, scores and reports.
- Python
- Vue
- Data Quality
Selected case studies
Portal_Paroquial ↗
Operational foundation for parish management with security, modules and auditability.
- Java
- Angular
- Keycloak
Selected case studies
pass_to_pass ↗
ChatOps assistant that indexes Markdown runbooks and produces traceable answers.
- Python
- React
- RAG
Selected case studies
vagas_in_line ↗
Remote-jobs ETL and analytics with Medallion layers, DuckDB and controlled collection.
- Python
- Vue
- ETL
Selected case studies
previsor-de-renda ↗
Income-prediction capstone using PNAD data, comparative models, FastAPI and React.
- Python
- Machine Learning
- React
Selected case studies
Deploy-de-Aplica-o-Full-Stack-com-IaC ↗
SmartClass full-stack deployment with Terraform, Docker and AWS ECS Fargate.
- Terraform
- AWS
- React
Contributions and forks04
FORK / CONTRIBUTION
Indexador-Busca-Lucas ↗
Academic IFESDOC fork with a FastAPI backend and TypeScript interface for document indexing and search.
- Python
- TypeScript
- FastAPI
FORK / CONTRIBUTION
PSO-Otimizacao-por-Enxame-de-Particulas ↗
Fork of a C particle-swarm optimization exercise for the Eggholder function.
- C
- PSO
- Otimização
FORK / CONTRIBUTION
api-alurabooks ↗
Educational fork of a mocked REST API with JSON Server and JWT authentication.
- JavaScript
- JSON Server
- JWT
FORK / CONTRIBUTION
IFES-SISTEMAS-DE-INFORMACAO ↗
Fork with logic and computer-organization materials in Assembly and Python.
- Assembly
- Python
Academic projects05
- HTML
- Segurança
Academic projects
Indexador-Busca-L ↗
Partial academic document-indexing system with a TypeScript interface and FastAPI foundation.
- TypeScript
- Python
- FastAPI
Academic projects
SI-IFES-III ↗
Third-year Information Systems projects and materials organized by course.
- Java
- SQL
- Web
Academic projects
SIIFES-II ↗
Academic archive of OOP, data structures and programming in C, C++ and Java.
- C
- C++
- Java
- C
- Python
- Shell
Studies and exercises09
Studies and exercises
CursosAprendizado ↗
Archive of courses and exercises in JavaScript, TypeScript, Angular, QA, data and DevOps.
- JavaScript
- TypeScript
- Angular
Studies and exercises
atividade-testes-Enge-Soft ↗
Java/JDBC product CRUD with MySQL and transactional tests.
- Java
- JDBC
- MySQL
Studies and exercises
CursosAprendizadoII ↗
Python exercises covering object-oriented programming and API consumption.
- Python
- OOP
Studies and exercises
copiatrabalhosEd ↗
C/C++ algorithm drafts, including an evolutionary neural network.
- C
- C++
- Algoritmos
- Jupyter
- C
Studies and exercises
numero-escolhido ↗
Browser number-guessing game built with HTML, CSS and JavaScript.
- HTML
- CSS
- JavaScript
- Java
Studies and exercises
seguraCodigo ↗
Archive of C exercises in algorithms, sorting, recursion and graphs.
- C
- Algoritmos
- C
Prototypes and placeholders03
Prototypes and placeholders
IntelliBank ↗
Concept and modeling prototype for a personal knowledge base; it does not contain the application described in the README.
- Modelagem
- README
Prototypes and placeholders
Rede-Percepton-Multicamada-com-Alg-Genetico-OR-Logico- ↗
Repository containing only the brief/README for a perceptron network with a genetic algorithm.
- README
Prototypes and placeholders
Framework-Aprendizado ↗
Placeholder containing only a README with the repository name.
- README
Documentation and profile02
Documentation and profile
bia-docs ↗
Public static documentation site for BIA/BINPI; the main source code is not in this repository.
- HTML
- GitHub Pages
- Markdown
- Profile
No implementation02
No implementation
frameworks-back-front ↗
Empty public repository with no files or verifiable implementation.