Module 01: Application

Engineered Solutions

Practical systems built with intentional logic to solve real-world organizational challenges.

Case Study 01

S3C-Flask Platform

Python Flask GCP

The Smart Sustainable School Canteen system is a full-stack web application designed to digitize transaction management and operational tracking within educational institutions.

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The Challenge

Traditional canteen operations rely heavily on manual bookkeeping, leading to inefficiencies in tracking daily revenue, inventory management, and reporting to stakeholders.

The Solution

Developed a tailored dashboard using Flask that centralizes transaction records, providing real-time data visualization and automated daily summaries, significantly reducing administrative overhead.

Client API DB Auth

Case Study 02

E-Presensi Automator

Apps Script G-Workspace

A lightweight, highly effective automated attendance pipeline integrating Google Forms, Sheets, and automated reporting logic via Apps Script.

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Core Implementation

  • data_object
    Data Ingestion Real-time processing of Google Form submissions triggered by built-in Apps Script event listeners.
  • table_chart_view
    Automated Structuring Dynamic categorization of student data into specific virtual cohorts within spreadsheet arrays.