// System_Expansion: v2.0_Access
// 01 PRIMARY ENGINE

The Predictor
Loop.

Engineering a data-driven conversion loop through performance forecasting and real-time Strava integration.

Beta v1.2 — 87 predictions generated
ESTIMATED_FINISH_TIME
Example Output
--:--:--
Initialize Strava Connect
// 02 TECHNICAL PROOF

System Architecture.

Infrastructure
API & Logic

Live Strava API integration via Node.js/Render. Logic: Riegels Formula.

Telemetry
Event Tracking

Google Tag Manager (GTM-NJW2V9RX) active.

Extensions
Browser Extension

Developed Strava Connector (Chrome Manifest V3).

View Repository →

Knowledge
Whitepaper

Technical case study on fullstack dev.

Download Technical Case Study (PDF) →

// 03 AUDIT_LOG

Tech x Growth – Assignment Proof.

Growth Engine
A. Lead Magnet / Growth Loop
  • • Strava OAuth Integration
  • • Marathon Prediction (Riegels)
  • • Social Proof (localStorage Counter)
  • → Event: prediction_generated
Telemetry
B. Event Tracking (dataLayer)
  • • GTM Container (GA4) Installed
  • • prediction_generated
  • • api_fetch_success
  • • whitepaper_download
  • • plugin_repo_click
Integration
C. API Integration (Live)
STATUS: IDLE
TS: --
PAYLOAD: null
Documentation
D. Technical Whitepaper

Complete technical documentation with GTM tracking on download.

Extensions
E. Browser Plugin (MV3)

Chrome Extension enhancing athlete activation via Strava API data sync.

TECHNICAL_STACK
CORE: HTML5 / CSS3 / Vanilla JS (ES6+)
BACKEND: Node.js / Express / Render
API: Strava OAuth 2.0 / REST
DATA_&_GROWTH
TRACKING: GTM / GA4 / dataLayer
STORAGE: LocalStorage API
DISTRIBUTION: Chrome Extension (MV3)
HOSTING: GitHub Pages (SSL)