Learning

AI Learning & Grading Platform

  • UI/UX design
  • Development
  • Maintenance

Introduction

The AI Learning & Grading platform is an automated assessment system transforming how educational institutions evaluate student writing. Built for a US-based EdTech company, the platform combines fine-tuned language models with intelligent processing pipelines to deliver high-accuracy grading and real-time personalized feedback. By integrating seamlessly into existing educational workflows, the system empowers teachers to focus on instruction while giving students immediate insights to accelerate their learning.

What We Did

  • AI Development
  • LLM Architecture
  • Platform Integration
  • System Optimization

The Solution

To bring the AI Learning & Grading vision to life, we engineered a sophisticated assessment platform that combines the power of fine-tuned large language models with an intuitive user experience. The system leverages a Langchain-based processing pipeline to analyze student submissions, generate accurate scores aligned with rubric criteria, and deliver actionable feedback in real time. Custom-trained OpenAI and open-source LLMs were optimized specifically for educational assessment, understanding context, writing style, and substantive content. The result is a scalable grading engine that maintains the nuance required for meaningful educational feedback while dramatically reducing manual evaluation workload.

Features for Teachers

Teachers gain powerful tools to streamline assessment workflows and focus on what matters most—instruction.

Assignment Management

Create and configure assignments with custom rubrics, set submission deadlines, and organize coursework efficiently across multiple classes.

Automated Grading Dashboard

Review AI-generated scores and feedback at a glance. Approve, adjust, or override grades with full visibility into the assessment rationale.

Ikonik Golf Student Progress

Features for Students

Students spend less time waiting for feedback and more time improving their writing with instant, actionable insights.

Real-Time Feedback

Students receive immediate, detailed feedback on their submissions—highlighting strengths, areas for improvement, and specific suggestions for revision.

Progress Tracking

Track writing improvement over time with visual progress indicators, skill breakdowns, and personalized learning recommendations.

Ikonik Golf Student Progress

Technologies & Tools

Design

AI/ML Technologies

Back End Technologies

Infrastructure

Results

90%+
Grading accuracy rate
80%
Reduction in teacher grading time
Real-Time
Feedback delivery to students