endorsedCompleted

Adaptive Learning Platform Development

Services Covered:

Custom Software Development • AI and Machine Learning

Industry

Education

Duration

5 months

Budget

10K - 49K

Start Date

1 May 2022

Team Size

Confidential

Engagement Model

Offshore

Project Capability Score (PCS)

77/100

Good

Project Capability Score (PCS) estimates how capable AKDev Group is of successfully delivering a project like this, based on its past experience, track record, and ability to handle similar work. Learn more about PCS

Client

Mbicycle

Boston, United States of America

Project Summary

AKDev assisted a software development company in building an adaptive learning experience by upgrading the client-side app and the learning engine. Deliverables included an upgraded learning engine, front-end application, curriculum map with metadata, and xAPI integration. The client reported measurable improvements in AI adaptation engine performance and overall user experience.

Key Challenges

Create an adaptive learning experience with AI-based personalization features
Implement content difficulty adjustment, learning loops, motivation detection, and learning path recommendations
Integrate features into the existing platform and provide ongoing support and optimization based on learning analytics

Project Deliverables

Upgraded Learning Engine
Visually appealing Front-end Application
Curriculum Map with Content Metadata
Integration of Learning Data using xAPI standards

Project Solution

AKDev improved the client-side application and updated the platform's learning engine. The work included upgrading the learning engine, building a front-end application, creating a curriculum map with content metadata, and integrating client learning data using xAPI standards. The team implemented features for AI-based personalization and used Node.js (Express) and Vue.js.

Project Outcome

Measurable improvements in AI adaptation engine performance
Overall improvement in user experience with more personalized and effective learning
Effective collaboration using 2-week sprints and daily stand-ups

Platforms

Tech Stack

Node.js
Vue.js

Client Endorsement

Overall Review Rating

Timeliness

Cost Rating

Willing to Refer

Quality of Deliverables

“Thanks to AKDev's work, the client has seen measurable improvements in the performance of the AI adaptation engine, which led to overall improvements in the platform's UX. The team’s technical skills, collaborative approach, and competitive pricing made them valuable partners.”
Ilya Kislenka
Chief Technology Officer
Date: 01/17/2023