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FinTech / Internal

Albedo Calc

About

Custom Financial Intelligence & Calculation Software — turning complex, manual calculations into instant, accurate business metrics.

Stack

PythonPostgreSQLNext.js

Client

Albedo Operations (internal)

Timeline

Ongoing

Overview

Albedo Calct is an internal project for Albedo Operations managing high-volume operations with a large mentor and student base. Key features delivered: • End-to-End Calculation Engine — Automatically processes grosses, student fees, session revenue, and teacher salary in one accurate database. • Granular Management Dashboards — Dedicated dashboards for mentors and coordinators to manage student counts and calculate payments instantly. • Automated Source of Truth — Replaced fragmented Google Sheets with a centralized system for payroll and financial reporting integrity. Results: Time savings: Monthly operational calculation time reduced from days to minutes, improving the financial close cycle. Accuracy: Eliminated human error from complex payroll and revenue calculations for reliable teacher and coordinator payments.

The Challenge

Managing financial health required constant, error-prone manual work across multiple Google Sheets. The team could not get a real-time, accurate overview of student fee sessions, teacher payroll (paid vs. pending), and gross operational calculations — making strategic decisions slow and risky.

Gallery

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Results

Impact & Outcomes

95%

Faster monthly close (estimated)

Key Deliverables

Core (Full Financial Automation): End-to-end calculation engine for grosses, fees, session revenue, and teacher salary in one database.
Design (Role-Specific Oversight): Dashboards for mentors and coordinators for instant payment calculations.
Technology (Data Integrity): Centralized system replacing fragmented sheets for payroll and reporting.