Web Application Completed: July 2026 • Role: Full Stack AI Developer

Metrilex - AI Adaptive Examination Platform

Cognitive testing system evaluating beginner, intermediate, and professional mastery tiers using Gemini & Groq LLM APIs.

Launch Live Website View Source Code

Python Flask Gemini API Groq AI Chart.js SQLite HTML5 CSS3

Measurable Impact & Key Results

3 Levels

Cognitive Tiers

< 1 sec

Feedback Time

100% Real-Time

Chart Accuracy

Project Overview

Metrilex is an AI-powered cognitive assessment and adaptive examination platform. It evaluates student performance across beginner (foundational), intermediate (conceptual), and professional (lateral thinking) difficulty tiers, generating diagnostic feedback powered by Gemini & Groq AI models.

The Challenge & Pain Points

Traditional examination software treated all test-takers with static questions, failing to identify whether a student struggled with basic fundamentals vs complex application.

The Technical Solution

Architected a Flask & Python adaptive question generator leveraging Groq & Gemini APIs to dynamically assess knowledge depth and generate personalized feedback reports with interactive radar charts.

Key Features & Deliverables

Adaptive Question Generation Agent powered by Groq & Gemini LLM APIs.
3-Tier Cognitive Assessment evaluating Foundational, Conceptual, and Lateral Thinking proficiency.
Interactive Chart.js radar & bar chart visualizers for skill mastery mapping.
Automated email progress report dispatcher delivering PDF grade transcripts.
Admin control panel with dynamic Groq & Gemini API key management.

Project Info

Client / Company

Academic Assessment Institute