EduLearn Global is an international e-learning platform providing specialized technical certifications to over 50,000 learners. Their legacy video player suffered from buffering delays on mobile networks, unencrypted video file piracy, and lack of granular student retention analytics. codeYB engineered a cloud-native LMS featuring automated HLS adaptive bitrate transcoding, signed CloudFront URLs, and real-time quiz assessment engines.
Core Business Imperative
High student drop-off was directly correlated with video playback buffering on regional cellular connections. Furthermore, proprietary educational courses were being downloaded and redistributed unlawfully due to unencrypted MP4 source URLs.
π
Existing Technical Problems & Legacy Bottlenecks
Bottleneck #1
Un-segmented MP4 Streaming
Mobile browsers were forced to download large chunks of raw MP4 media before video playback could begin, creating severe initial latency.
Bottleneck #2
Unprotected CDN S3 Buckets
Direct public S3 URLs allowed automated bots to download entire curriculum directories without authentication.
Bottleneck #3
Monolithic Relational Quiz Engine
Concurrent quiz submissions at the conclusion of live webinars created database lockups and delayed test score delivery.
β οΈ Core Engineering & Operational Roadblocks
1. Severe Video Buffering on Cellular 3G/4G Networks
Serving monolithic MP4 video files caused frequent 5 to 10 second buffering pauses for students learning on mobile connections.
2. Unauthorized Course Video Piracy & Scraping
Direct video asset links could be inspected and copied, resulting in unauthorized redistribution of premium curriculum materials.
3. No Granular Student Engagement Telemetry
Instructors had no visibility into where students paused, re-watched, or abandoned video lectures.
Interactive mid-video quiz popups blocking playback progression until answered
Heartbeat telemetry tracking active viewing time vs. idle background tab states
Automated PDF certificate generation upon course completion
ποΈ
Cloud Video Processing & CDN Distribution Topology
Instructors upload source master files to private S3 buckets. An S3 event triggers AWS Lambda, launching AWS Elemental MediaConvert to generate multi-bitrate HLS (.m3u8) chunks. Media chunks are distributed globally via AWS CloudFront with signed URL verification.
End-to-End Enterprise Data Flow & Pipeline
Instructor Master UploadβS3 Bucket Event TriggerβAWS MediaConvert (HLS / AES-128)βAWS CloudFront Edge DistributionβSigned Video Player Playback
β‘AWS Elemental MediaConvert automated adaptive bitrate transcoding (360p to 1080p)
β‘CloudFront edge security with signed cookie authorization and geo-restriction
β‘Lightweight React 19 video player component with sub-100ms startup latency
β‘PostgreSQL time-series telemetry table logging video completion heatmaps
AGILE ENGINEERING SPRINT ROADMAP
Implementation Roadmap & Delivery Phases
Phase 1β±οΈ Weeks 1-3
Media Pipeline & Cloud Architecture
AWS S3 and MediaConvert transcoding preset automation
CloudFront key-pair configuration and signed cookie middleware
FERPA data privacy architecture and student role permission design
Phase 2β±οΈ Weeks 4-6
Custom Player Component & Telemetry Engine
Custom video player with playback rate control and quality selector
π Architectural ChangeBite-sized micro-lessons, interactive in-video quizzes, and seamless mobile video playback
π’ Data SupplierMarcus Vance, CTO, EduLearn Global
πEmpirical Evidence & Measurement Methodology
Every performance improvement, latency drop, and conversion lift reported by codeYB is audited against pre-release baselines using real user monitoring (RUM), APM distributed tracing, and verified client operational telemetry.
Seasonality Controlβ Controlled: Measured during peak semester certification cycles with 12,000 concurrent students
Measurement TelemetryAWS CloudWatch Real User Monitoring (RUM), Video.js playback event telemetry, and PostgreSQL exam logs
Auditing SupplierEduLearn Infrastructure DevOps and codeYB AWS CloudWatch metrics
ENTERPRISE DELIVERABLES
Key Engineering & Architectural Features
π₯
Adaptive Bitrate Video Player
Seamlessly switches between 360p and 1080p resolutions depending on real-time connection quality.
π
Anti-Piracy Signed URLs
Protects proprietary curriculum with time-limited signed cookies and encrypted AES-128 video chunks.
π
In-Stream Knowledge Checks
Interactive quiz prompts appear at key lesson milestones, locking progress until questions are answered.
π
Verifiable Digital Certificates
Automatically generates downloadable PDF certificates with public verification hashes upon course completion.
An S3 PUT event triggers an AWS Lambda function creating an Elemental MediaConvert job producing Apple HLS manifest files with segmented .ts fragments.
HLS v4 specification with independent segment encryption and 4-second chunk intervals
Signed Cookie Access Verification Middleware
Next.js middleware validates the student's JWT session and generates CloudFront cryptographic signed cookies with a 2-hour TTL.
RSA-SHA1 cryptographic signature validated at CloudFront edge locations
β
Architecture & Technical Review Note
"codeYB transformed our video platform into an enterprise-grade learning system. Our video startup latency dropped to less than half a second, and our course completion rates have reached an all-time high."
David Vanceπ Reference Implementation Lead
Head of Product, EduLearn Global
EduLearn Global
π
Signed Streaming DRM & Multi-Tenant Exam Integrity
We segment all videos into encrypted HLS fragments delivered through AWS CloudFront with cryptographic signed cookies. Direct downloading of raw MP4s is impossible.
π
Related codeYB Services & Engineering Capabilities