Introduction
Aura Arena is an AI-powered social engagement platform designed around short-form video dance challenges. Creators and admins can host challenges requiring users to replicate specific dance steps or routines directly against an original video. By combining social feed mechanics (similar to Instagram) with automated AI scoring, Aura Arena creates a gamified experience where users submit dance attempts and receive instant feedback and scores.About the Client
The client aimed to build a high-engagement, MVP-first social video platform that connects creators, users, and brands.- Core Concept: Creators and admins post dance challenge videos. Users submit replicated dance videos to compete.
- Monetization & Brand Model: Brands can sponsor challenges and pay the platform to run campaign video contests to drive user engagement and ROI.
- Vision: Deliver an intuitive, Instagram-like social feed with seamless video upload, automated video scoring, payment integrations, and deep admin analytics.
Business Impact
- Rapid MVP Deployment: Successfully delivered a feature-complete MVP under tight timelines by decoupling app services and leveraging lightweight streaming pipelines.
- New Revenue Streams: Enabled brand-sponsored campaigns with integrated payment systems.
- High Scalability: Built a media and AI pipeline capable of smoothly handling thousands of concurrent user uploads without crashing feed performance or server infrastructure.
- Gamified User Engagement: Automated AI scoring and instant scorecards created a competitive environment driving high video submission rates.
Challenges
Technical & AI Challenges- Server Overload on High Upload Volumes: Managing ~10,000 video uploads simultaneously created severe backend congestion and server bottlenecks.
- Bandwidth & Latency: High-bitrate videos (40–50 Mbps) caused slow feed load times and excessive bandwidth consumption.
- AI Dance Comparison & Scoring: Comparing user video submissions against original videos using Gemini required balancing AI prompt token limits, cost, and video frame synchronization.
- Simultaneous Processing: Handling video compression, 3D/pose recognition, and AI scoring at the same time without delaying user feedback.
- Admin & Creator Analytics: Admins and creators required real-time visibility into video performance, scoring metrics, and campaign engagement.
- Platform Consistency: Ensuring UI/UX consistency across the Flutter mobile app and React-based web admin portal.
Metrics
| Metric / Dimension | Before Solution (Baseline) | Implementation Strategy | After Solution (Results) |
| Video Bitrate & File Size | High raw video uploads at 40–50 Mbps, consuming massive bandwidth. | Integrated AWS MediaConvert pipeline to process and compress videos into HLS / MP4 formats. | Dynamic HLS adaptive streaming with minimal bandwidth usage and no loss in video quality. |
| Video Feed Latency | Slow feed response and video buffering due to raw file playback. | Implemented bit-by-bit chunked streaming and decoupled media storage from the app backend. | Fast, lag-free Instagram-like feed scrolling and instant video playback. |
| Server & Bulk Processing | High risk of server overload and crashes during ~10,000 video upload peaks. | Decoupled core backend APIs from background video transcoding and AI processing jobs. | Smoothly handles peak challenge traffic of ~10,000 uploads without server congestion. |
| AI Evaluation & Cost | High token consumption and costs due to uncompressed prompts and long context. | Compressed text context and structured prompt injection strategies for Gemini AI. | Optimized token efficiency, lower AI operational costs, and higher scoring accuracy. |
| Dance Scoring Sync | Delay and misalignment between dance step detection and score generation. | Synchronized video keyframes directly with Gemini AI pose and step analysis logic. | Real-time scorecards generated immediately upon user video submission. |
| Admin & Brand Analytics | Limited visibility into campaign performance and submission tracking. | Developed dedicated analytics and campaign management modules on the React.js web portal. | Comprehensive real-time dashboard tracking challenge engagement, ROI, and user scores. |
Tech Stack
| Domain | Technology / Tool |
| Mobile App | Flutter (Android / iOS) |
| Web / Admin Panel | React.js |
| Backend Framework | Node.js, Express.js |
| Database | MongoDB |
| AI Model | Google Gemini AI (Dance & Pose Step Analysis) |
| Media & Cloud Pipeline | AWS MediaConvert, HLS Streaming, MP4 Processing |
| Integrations | Payment Gateways, Media Storage |
- 1 x Mobile App Developer (Flutter)
- 1 x Frontend Developer (React.js Admin Panel)
- 1 x Backend Developer (Node.js/Express/MongoDB)
- 1 x AI Developer (Gemini Integration & Prompt Engineering)
- 1 x Business Analyst / Project Manager
Our Approach
- Decoupled System Architecture: To prevent server crashes during peak challenges, we decoupled the core mobile app API from the heavy media transcoding and AI scoring jobs.
- Optimized AWS Media Pipeline: Converted raw 40–50 Mbps video uploads into streamable HLS & optimized MP4 formats via AWS MediaConvert. This ensured bit-by-bit stream processing without loss of visual quality.
- Smart AI Scoring Engine (Gemini AI): Designed a specialized prompt injection workflow. By compressing context tokens and feeding synced keyframes, Gemini compares original dance steps against user submissions to generate dynamic scorecards.
- Instagram-Inspired UI/UX: Built a streamlined, short-form video feed user journey (Upload → Process → Score → Share) designed specifically to feel familiar and fast for users.
- Creator & Brand Monetization Suite: Integrated custom campaign modules and web dashboards for brands and admins to run paid video challenges and track real-time analytics.
Conclusion
By decoupling the architecture and pairing an AWS video transcode pipeline with optimized Gemini AI models, the team successfully launched the Aura Arena MVP in record time. The system handles high-volume video uploads, feeds seamless HLS streams to users, and delivers precise automated dance scores. The platform provides an engaging user experience and a solid foundation for future features, including custom campaign modules and gamified mechanics.Don’t Just Read Success Stories! Create Yours!
Reach Out to Our Team & Let’s Get Started.
Talk To Experts!Introduction
Challenges
Metrics
Tech Stack
Our Approach
Conclusion
By decoupling the architecture and pairing an AWS video transcode pipeline with optimized Gemini AI models, the team successfully launched the Aura Arena MVP in record time. The system handles high-volume video uploads, feeds seamless HLS streams to users, and delivers precise automated dance scores. The platform provides an engaging user experience and a solid foundation for future features, including custom campaign modules and gamified mechanics.Related Case Studies
76% Faster FCP for 7 Rings’ Smart Ring Landing Page via Lottie & CDN Optimization
Introduction In the rapidly growing wearable technology and FinTech market, 7 Rings introduced a groundbreaking NFC-enabled contactless payment smart ring in India. To showcase its
Read more10,000+ Uploads Handled for High-Engagement Video Challenges via AWS & Gemini AI
Introduction Aura Arena is an AI-powered social engagement platform designed around short-form video dance challenges. Creators and admins can host challenges requiring users to replicate
Read moreBuilding a Secure, High-Performance Social & Wellness Platform for Women via AWS, AI Verification & Flutter
Introduction In the digital age, creating dedicated, secure online spaces for women to connect, seek wellness resources, and engage in social networking is more critical
Read moreWhy IT Outsourcing is a WIN – WIN Solution
According to research the global market for IT services—both internal and external form —was expected to be worth over $1250 billion by 2022. Revenues are predicted to reach $1364 billion in 2023. According to Statista, the market for IT outsourcing (ITO), which makes up the majority of the market for IT services, will increase from $430.53 billion in 2023 to $587.3 billion in 2027.
Download Contact usStep Into the Future of Innovative
Software Development & IT Outsourcing
Utilize the advanced expertise of Nimap Infotech to confidently develop, implement, test, and maintain future-ready software, web, and mobile applications.
Join The Elite Force Your Benefits:- 1 Hour Hiring Developer Policy
- 0% Developer Backout
- 100+ Technology Expertise
- 40 Hours Risk-Free Trial
- Dedicated Project Manager
- Extremely Competitive Costs
- Fully Signed NDA
- 40+ Time-Zone Support
- 24x7 Tech Support
What happens Next?
Step 1
Our team will analyze your needs and contact you with details within 24 hours.
Step 2
We’ll gather your project needs, define goals, and assess market segments.
Step 3
We’ll draft a project blueprint, estimate costs, and plan actions.