Adaptive EdTech · Spaced Repetition · HSR Layout
Custom Adaptive Learning Engine with Spaced Repetition (SM-2 Algorithm) in HSR Layout
Production Custom Adaptive Learning Engine with Spaced Repetition (SM-2 Algorithm) for education platforms in HSR Layout, Bangalore (India). SCORM/xAPI compliance, live video classroom, and 100% IP handover.
✦ Direct EdTech & LMS Architecture Scope:
Custom adaptive learning and spaced repetition algorithm development by Jyotirmay Ray optimizes student memory retention and personalized question sequences. Dedicated LMS and interactive learning software engineering for academies in HSR Layout (India).
Production Deliverables & Milestone Roadmap
Custom Custom Adaptive Learning Engine with Spaced Repetition (SM-2 Algorithm) for HSR Layout EdTech Teams
100% Source Code & Interactive Course Repository Handover
SCORM 2004 / xAPI Statement Conformity Validation
Multi-Tenant Scalability & Real-Time Analytics Dashboard
LMS Platform Topology & Interactive Engine Implementation
EDTECH TOPOLOGY BLUEPRINT
Student Answer Submission
├── SuperMemo SM-2 / Leitner Spaced Repetition Algorithm
├── Dynamic Difficulty Adjustment Based on Knowledge Graph Confidence
└── Sub-10ms Next-Question Queue Calculation with Retention Optimization
VERIFIED INTEGRATION PATTERN
// SuperMemo SM-2 Spaced Repetition Next Review Calculator
export function calculateSM2(interval: number, repetitions: number, easeFactor: number, quality: number) {
let nextEase = easeFactor + (0.1 - (5 - quality) * (0.08 + (5 - quality) * 0.02));
if (nextEase < 1.3) nextEase = 1.3;
let nextInterval = quality < 3 ? 1 : repetitions === 0 ? 1 : repetitions === 1 ? 6 : Math.round(interval * nextEase);
return { interval: nextInterval, repetitions: quality < 3 ? 0 : repetitions + 1, easeFactor: nextEase };
}Frequently Asked Questions & LMS SLAs
Will our LMS handle thousands of concurrent live students in HSR Layout?
Yes. We engineer distributed WebSockets, Redis caching, and autoscaling SFU WebRTC clusters to support 10,000+ simultaneous learners.
Can we export and import third-party SCORM/xAPI course packages?
Yes. Our runtime fully supports SCORM 1.2, SCORM 2004 4th Edition, and xAPI (Tin Can API) with automated Learning Record Store (LRS) reporting.
Ready to deploy your Custom Adaptive Learning Engine with Spaced Repetition (SM-2 Algorithm) in HSR Layout?
Direct technical collaboration with founder-engineer Jyotirmay Ray. Zero middlemen, 100% intellectual property transfer, and rapid sprint delivery.