About Me
I am a Software Engineering & Computer Science student (2025–2029) focused on high-performance Full Stack development. I work with an engineering vision, combining modern interfaces with robust backends.
My development philosophy is guided by Clean Architecture, Domain-Driven Design (DDD), and SOLID principles. I strive to create code that scales, maintains, and delivers real value, ensuring production-grade ergonomics in every project.
My primary stack anchors on the TypeScript ecosystem (Node.js, React, Next.js, NestJS), while strategically utilizing Python and Go for automation, data workflows, and concurrency-critical services.
I am currently open to Internships and Junior Engineering roles where I can apply modern web development, cloud-native delivery, and applied AI/ML to real-world systems.
Full Stack Systems
React, Next.js, Node.js, and NestJS with production-grade ergonomics.
Cloud & DevOps
Docker, Kubernetes, CI/CD pipelines, and AWS cloud delivery.
AI/ML Integration
Deep Learning, Kaggle experimentation, and Python data workflows.
Architecture & Design
Clean Architecture, Domain-Driven Design (DDD), and SOLID principles.
Backend Engineering
REST/GraphQL APIs, microservices patterns, and high-concurrency systems.
Data Strategy
Relational and NoSQL modeling, query optimization, and caching strategies.
Professional Experience
Machine Learning & Data Science Competitor
Kaggle
Participating in global data science competitions to benchmark models, refine feature engineering, and stress-test applied ML workflows.
Key Responsibilities & Tech:
- •Training Deep Learning models using PyTorch and TensorFlow for Computer Vision and NLP tasks
- •Implementing advanced feature engineering and large-scale data processing pipelines
- •Applying mathematical optimization and regularization techniques to improve model generalization
- •Collaborating with the community to study SOTA architectures and modern training techniques
Full Stack Software Engineer
Freelance / Self-Employed
Delivering production-grade full stack solutions with a focus on performance, security, and maintainability using Clean Architecture.
Key Responsibilities & Tech:
- •Architecting RESTful & GraphQL APIs using Node.js (NestJS) and Go
- •Deploying microservices to AWS and multi-cloud environments using Docker and Kubernetes
- •Building responsive frontend interfaces with React, Next.js, and Tailwind CSS
- •Optimizing database performance for PostgreSQL and MongoDB including query indexing and caching
Intern
Arte Gráfica
Gained practical experience in visual communication and digital media production.
Key Responsibilities & Tech:
- •Developed skills in graphic design and visual communication
- •Collaborated on design projects and client deliverables
- •Applied technical knowledge in a professional team environment
Education & Certifications
A continuous journey combining academic rigor in Computer Science & Software Engineeringwith practical, professional certification in cloud technologies.
Academic Background
Bachelor's Degree
Computer Science
Uninter
Focus on Algorithms, Data Structures, and Mathematical Foundations.
Bachelor's Degree
Software Engineering
Estácio
Focus on System Design, Software Architecture, and Engineering Practices.
Professional Formation
Software Engineer
Escola DNC
Intensive training in Full Stack Development and Career Acceleration.
Integrated Technical Course
Systems Development
EEEP Professora Maria de Jesus Rodrigues Alves
Foundation in programming logic, web development, and database management.
Certifications & Courses
Code Repositories
I organize my development work across specialized platforms. Explore my code, models, and datasets based on your area of interest.
Open Source & Web
My primary hub for production-grade applications. Home to my work with the TypeScript ecosystem (NestJS, Next.js) and Cloud/DevOps infrastructure.
Systems & Low-Level
A laboratory for high-performance engineering. Here I explore system design, concurrency patterns, and game engines using Go, C++, and Rust.
AI & Machine Learning
The repository for my research into artificial intelligence. Includes trained models, datasets, and NLP experiments with PyTorch and TensorFlow.
Data Science & Competitions
My arena for benchmarking models and feature engineering. I participate in global competitions to stress-test applied ML workflows and data strategies.
Technical Stack
My stack anchors on the TypeScript ecosystem (Node.js, React, Next.js, NestJS), supported by Python and Go for automation, data workflows, and concurrency-critical services.
Languages
Backend & APIs
Frontend Development
Cloud & DevOps
AI/ML & Data
Databases & Caching
Let's Connect
I am actively pursuing Internship and Junior Engineering roles where I can apply modern web development, cloud-native delivery, and AI/ML to production contexts.
Whether you want to discuss Clean Architecture, Kaggle Competitions, or Full Stack Systems, I'd love to hear from you.
emanuellzr01@outlook.com
Connect for opportunities
Hugging Face
Follow my AI/ML models
GitHub
Explore my code