Full-Stack Software Engineer |
AI & Machine Learning
Specialist
Full-Stack Engineer specialized in building scalable, end-to-end systems. From core backend architecture to AI-integrated solutions, I focus on delivering robust, production-ready software that solves complex business problems.
01. Professional Profile
With a strong foundation in full-stack engineering and a focus on artificial intelligence, I specialize in transforming complex data into production-ready software architectures.
My approach integrates clean code practices with advanced machine learning pipelines, ensuring that AI implementations are scalable, maintainable, and aligned with core business objectives.
Core Competencies
Full-Stack Development
Building end-to-end applications. Focused on clean code and high performance.
System Architecture & DevOps
Designing scalable infrastructures using Docker, Kubernetes, and CI/CD pipelines. Expertise in modernizing legacy systems.
AI & Machine Learning Engineering
Deploying production-ready ML models with a deep understanding of the underlying mathematical foundations
Performance Optimization
Identifying bottlenecks and optimizing system latency. Proven record of reducing load times by 70%+ through strategic code refactoring.
02. Career History
Senior Software Engineer
FTD EDITORA2021 - Today
Optimization & Predictive Modeling
Revolutionized legacy systems through strategic optimization. Implemented predictive financial models that resulted in over $200k USD (~R$ 1M+) in annual budget savings.
PHP Laravel JavaScript Vue Typescript ReactSoftware Developer
PRISMAFIVE2020 - 2021
Legacy Modernization
Lead technical transition from legacy Delphi systems to a modern, robust stack utilizing C# .NET for backend and Vue.js for high-performance user interfaces.
Lead Developer
YELLOW LING2019 - 2020
Platform Engineering
Spearheaded the development of a complex translation platform. Managed product life cycles from initial MVP to full production rollout, ensuring rapid scaling.
03. Education
Postgraduate Degree
Universidade Descomplica
Product Management: Strategic alignment and product lifecycle mastery.
Associate Degree
Universidade Estácio de Sá
Systems Analysis and Development: Core software engineering principles.
ML Specialization
DeepLearning.AI
Professional Certification in advanced Machine Learning and Neural Networks.
04. Featured Projects
VENDOR OPTIMA MACHINE LEARNING
Engineered a predictive machine learning solution to optimize supplier procurement, reducing operational overhead and budget waste by identifying "real cost" drivers beyond nominal pricing.
SAAS BUSINESS MANAGER
A robust SaaS ecosystem featuring a modular design with BFF (Backend-for-Frontend) and core API microservices. Powered by Next.js and NestJS, this platform integrates AI-based planning capabilities to optimize business workflows. Developed with production-ready standards, including Docker containerization, robust CI/CD pipelines, and high-performance data persistence.
VanillaML: Linear Regression
A technical deep-dive into the foundations of Machine Learning. I implemented a Multiple Linear Regression algorithm from scratch using native JavaScript, performing matrix inversions and linear algebra operations manually. This project eliminates 'black-box' dependencies to demonstrate a robust understanding of the Normal Equation and mathematical optimization
05. Technical Arsenal
terminal Core
psychology AI
cloud Infrastructure
rocket_launch Product
06. Get in Touch
Whether you have a question, a project proposal, or just want to connect, I'm always open to discussing new opportunities in AI and software engineering.