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John Rodmar Agapolo

John Rodmar Agapolo

Information Systems graduate interested in software development, data analytics, and business analysis.

I enjoy understanding business needs, building practical applications, and using data to uncover insights that support better decisions.

All projects

Data Analytics / Machine Learning

Customer Churn Prediction & Retention Strategy

GCI World April 20262026

I analyzed telecommunications customer data, evaluated a Random Forest classification model, and proposed customer retention strategies based on the findings.

My contribution

Individual final assignment

  • GCI World April 2026 final assessment
  • 100,000 customer records
  • Certificate-linked assignment
Areas of contribution
  • Python
  • pandas
  • NumPy
  • Matplotlib
  • Seaborn
  • scikit-learn

Personal career operations system

CareerTrack

Deployed Release Candidate2026

I built a full-stack workspace for applications, hiring workflows, private documents, and career history.

My contribution

Solo Developer / Software Engineer

  • Recorded hiring history
  • Server-side sessions
  • Private document storage
Technology stack
  • Next.js
  • TypeScript
  • Node.js
  • Express
  • PostgreSQL
  • Prisma

Full-stack web application

PricePulse PH

Deployed Web Application

I built a dashboard for exploring Philippine commodity prices through historical trends, location comparisons, and estimated household basket costs.

My contribution

Solo Developer / Software Engineer

  • 25,000+ price observations
  • 163 commodities
  • 19 locations
Technology stack
  • Next.js
  • TypeScript
  • PostgreSQL
  • Prisma
  • Vercel

Experience & Education

Professional Journey

Experience

  • KWADRA Technology Business Incubator

    Student Intern –

    600-hour internship supporting project documentation, innovation programs, and startup activities.

  • Wadhwani Foundation Philippines

    Student Intern

    Internship supporting faculty participation, platform progress monitoring, and communication across partner universities.

Education

BS Information Systems

Graduated

Iloilo Science and Technology University

Magna Cum Laude

Technical Strengths

Capabilities & evidence

Software development

Building responsive interfaces, dashboards, and practical application workflows.

  • TypeScript
  • React
  • Next.js
  • Tailwind CSS

Data analytics

Preparing data, exploring patterns, validating information, and communicating insights.

  • Python
  • pandas
  • PostgreSQL
  • scikit-learn

Business & systems analysis

Researching problems, analyzing processes, and translating stakeholder needs into documented solutions.

  • Requirements Gathering
  • System Design

Digital analytics & SEO

Currently exploring measurement, reporting, and SEO workflows.

  • Google Analytics 4
  • Google Search Console
  • Semrush

Selected Recognition

Credential archive

Professional Direction

I'm exploring opportunities in software development, data analytics, and business analysis, where I can apply my Information Systems background to solve practical problems and continue learning.

Get in Touch