Hello! I'm Amirson, a Software Engineer with experience across full-stack development and AI-driven systems. I enjoy building scalable, end-to-end applications and integrating Artificial Intelligence (AI) and Machine Learning (ML) to create smarter, data-powered products. With a passion for clean architecture and practical problem-solving, I focus on turning ideas into reliable, real-world solutions.
My expertise spans the entire development lifecycle, from robust backend services to engaging user interfaces:
- Frontend: React, Vue, Angular
- Backend: Node.js, Ruby on Rails, Django, Flask, FastAPI
- Database: PostgreSQL, MongoDB, MySQL
- DevOps: AWS, GCP, Docker, Kubernetes, CI/CD
I apply machine learning principles to enhance application features, focusing on deploying and integrating intelligent components into production environments:
- Libraries: TensorFlow, PyTorch, Scikit-learn, Pandas, NumPy
- MLOps: Model deployment via Flask/FastAPI (for API endpoints), Amazon SageMaker, Experiment Tracking
- Focus Areas: Integrating ML models for features like intelligent search, recommendation systems, and extracting data-driven insights within web platforms.
I am committed to continuous learning and innovation in high-impact areas:
- Exploring the realms of Internet of Things (IoT).
- Deepening expertise in Generative AI and its practical applications in enhancing user experience and content creation in web development.
- Collaborating on open-source projects, particularly those related to AI for Healthcare and sustainable technology.