👋 Welcome to my portfolio
Hi, I'm Jherson Aguto
Full Stack Developer | .NET & Node.js | Building Scalable Web & Backend Systems
Computer Science student with hands-on experience in full-stack development, backend systems, and IoT integration. Skilled in building scalable applications using .NET, Blazor, and Node.js, with practical exposure to database design, API development, and cloud-connected systems. Passionate about solving real-world problems through efficient and maintainable software solutions
Experience
Projects
Portfolio CMS
Problem: Building a personal brand that is easy to manage. Solution: A custom-built CMS and portfolio. Tech: Blazor Server, EF Core, Neon PostgreSQL. Result: A professional, dynamic portfolio.
GAS Forecasting Backend System
Developed a backend system for a thesis project focused on time-series forecasting Implemented a hybrid model combining Guided-Adaptive Smoothing (GAS) Designed RESTful APIs for managing datasets and forecasting operations Optimized performance using in-memory caching instead of traditional ORM Structured the application using modular and maintainable architecture Containerized the application using Docker for deployment
Fingerprint Attendance System
Developed an IoT-based attendance system using NodeMCU and fingerprint sensor Integrated with Firebase Realtime Database for cloud sync Built a web interface for registration and attendance tracking Enabled real-time data processing between hardware and backend
Student Grade Prediction System
Built a machine learning model using Multiple Linear Regression Analyzed student performance datasets for prediction accuracy Evaluated results using RMSE, MAE, and MAPE Explored hybrid forecasting approach (GAS + MLR)
Tech Stack
A celestial map of my skills — larger stars mean higher proficiency.
GitHub
Get In Touch
Looking to collaborate or just want to say hi? Feel free to reach out.
Contact Info
- agutojherson@gmail.com
- Philippines