I’m John Andrew Emmanuel B. Avelino, a BS Information Systems student with experience in data mining, machine learning, Power BI dashboards, and web/mobile application development using Flutter and Firebase.
Tools and technologies I frequently use in projects.
A selection of systems, machine learning models, and analytics dashboards I’ve built.
A full platform for water refilling stations in Iloilo City with compliance tracking, inspection scheduling, document monitoring, and AI-powered sales forecasting.
Classification models using clinical attributes to predict heart disease. Includes EDA, feature engineering, and model comparison.
Predicts used car prices based on vehicle specs using Random Forest Regression, deployed as an interactive Streamlit app.
End-to-end analytics solution for bookings and revenue, including SQL dataset creation, Power Query transformation, and dashboards.
R Flexdashboard visualizing loan performance, income trends, portfolio at risk (PAR), and branch-level indicators.
A wellness e-commerce interface for AVID that showcases supplements, vitamins, fitness and personal care products with flash sales, recommendations, and integrated live chat support.
A Point of Sale and Inventory System designed to streamline transactions, automate stock management, and provide real-time business insights for Vessiere, Go Wide Marketing Corporation.
Seeking internships in data analytics, business intelligence, and software development. I’m excited to apply my skills to real projects and learn from industry professionals.