👋 Hi! My name is
Aryel Soares
💼 Backend Developer | Freelancer
I am a backend-oriented programmer focused on designing and implementing solutions that address real business constraints such as performance, scalability, and data reliability.
I hold a degree in Applied Mathematics and work at the intersection of software engineering and data analysis, developing custom systems for automation, analytics, and intelligent decision support.
I work mainly with backend systems, taking ownership of core application logic and infrastructure, while also handling frontend integration when needed. I actively assist in incorporating AI solutions into products to streamline workflows and increase overall productivity.
Technical Skills
Backend
Frontend
Devops
Storage
Tools
Latest Projects
Interactive web application for time series analysis, automatic ARIMA model selection, and forecasting directly from CSV datasets.
- Model settings and ETL process.
- Automatic stationarity and seasonality detection.
- Distribution, autocorrelation, residual analysis.
- Auto-ARIMA model selection.
- Interactive forecasting and statistical visualizations.
- Cloud deployment.
Modular NLP pipeline that processes text files, performing sentiment analysis, extracting statistics, and generating graphical reports automatically.
- Sentiment analysis and word frequency extraction.
- Visual report generation with Matplotlib and Pillow.
- High-performance core via Maturin.
- Tested with Pytest during build.
Real-time monitoring system that tracks CPU, GPU, and RAM metrics.
- Collects 9 hardware metrics per second.
- Tracks CPU/GPU/RAM usage, temperature, and power.
- Automated pipeline for data collection, storage, and display.