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GradePath Case Study

GradePath is an academic operating system for college students. It turns scattered syllabi, Canvas data, grades, and deadlines into clear grade standing, required-score calculations, and a weekly plan students can act on.

This repository is a public product case study. The production source code, database schema, credentials, and private implementation details remain private because GradePath is an active product.

GradePath public landing page

At A Glance

Area Public case-study proof
Product Student-first academic workspace for grades, deadlines, planning, and course-aware support
Core thesis Structured academic data first, AI second
Trust boundary Grade math is deterministic, not model-generated
Founder role Product, engineering, AI workflow, billing, launch, and release work
Privacy boundary Source code, schema, credentials, prompts, and student data stay private

Product Problem

Students usually have academic information spread across syllabi, Canvas, gradebooks, calendars, and notes. Most tools either display raw data or offer generic AI chat. Neither answers the student’s actual question:

What do I need to know or do right now?

GradePath turns that scattered information into a structured academic workspace:

  • real weighted grade standing
  • required-score calculations
  • deadline tracking
  • weekly planning
  • course-aware study support
  • AI assistance grounded in the student's actual academic context

The AI is useful because the system already understands courses, grades, assignments, deadlines, and timing.

Product Workflow

GradePath workflow diagram

The strongest student value is clarity:

  • What grade do I actually have?
  • What do I need on the final?
  • What work matters this week?
  • Where should I focus first?

Product Scope

Surface What it proves
Syllabus and Canvas intake Turns messy academic inputs into structured course context
Grade calculations Computes current standing, projections, required scores, and what-if scenarios
Planner Converts deadlines and grade stakes into a practical weekly plan
Study support Uses course context for academic help instead of generic chat
Billing and release work Shows product execution beyond a prototype

System Shape

GradePath system shape

The private implementation uses modern web, database, AI, billing, and deployment infrastructure. This public case study intentionally keeps the architecture high-level so it can demonstrate product and engineering judgment without exposing copyable implementation details.

My Role

GradePath is founder-led and built across the full product stack:

  • product strategy and positioning
  • full-stack web application development
  • AI workflow design
  • syllabus and academic-data extraction
  • deterministic grade calculation logic
  • subscription and billing flow
  • mobile app packaging work
  • marketing and launch materials
  • testing, release, and production verification

Engineering Principles

  • Deterministic where trust matters. Grade math should be computed, not guessed.
  • AI should produce action, not novelty.
  • The interface should reduce anxiety, not create more decisions.
  • Product proof matters more than generic AI claims.
  • Sensitive implementation details stay private.

Case Study Boundary

This repo is meant to show judgment, scope, and public proof. It is not meant to make the private product copyable.

Public Evidence

What This Repository Is Not

This is not an open-source release of GradePath.

It does not include:

  • production source code
  • database schema
  • API routes
  • credentials
  • internal prompts
  • customer or student data
  • proprietary implementation details

It exists to show the product thinking, engineering scope, and public-facing proof behind the project.

About

Public product case study for GradePath without exposing private source code.

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