inbound4938546707777777777649548578.pptx

Problem statement ID- *1586*

Problem statement title - *Student Innovation.*

Theme- *Smart Education.*

Idea title - *Virtual learn(A Real time AI video companion platform)*

Team Name - *PersonaX*

1. SMART INDIA HACKATHON 2025 TITLE PAGE Problem Statement ID – SIH1586 Problem Statement Title- PersonaID ( A Real Time AI Video Companion Platform) Theme- Smart Education PS Category- Software Team ID- Team Name - PersonaX

2. PersonaID PersonaX 2

3. TECHNICAL APPROACH Frontend + Backend React/NEXT.JS, Node.js Speech – To – Text ( ASR ) Whisper AI Conversation AI GPT / LLaMa Database MongoDB / PosrgreSQL Cloud & Security GCP , Watermarking Real Time Video Infra WebRTC Text to Speech Open AI TTS Avatar Lip - sync lWav2lip , SadTalker , Mediapipe PersonaX 3

4. FEASIBILITY AND VIABILITY Cost Structure & Revenue Streams Development & Infrastructure Costs – AI model integration, cloud GPU servers, storage & bandwidth. Security & Maintenance – Consent system, watermarking, regular AI model updates & support Subscription Revenue – Students (AI tutor), freelancers (sales coach), socially anxious users (confidence builder). B2B & Premium Plans – Licensing for institutes/companies + paid premium features (advanced personas, analytics, longer sessions). Market Size 500 Cr SOM 20 Cr Initial focus group – early adopters in 3 years SAM Learning tools Market Globally 200 Cr Student / Freelancer / Support Segment TAM Calculations Optimized lightweight models + WebRTC for low latency Consent- first upload + watermarking + secure storage Cloud auto- scaling infra to handle many users Real- time AI video response delay User privacy & misuse of photos Scalability (thousands of users simultaneously) 4 PersonaX

5. IMPACT AND BENEFITS Improved Learning Provides Students With 24*7 AI tutor Support. Helps In Viva, Exam And Mock Interview Preparation. Offers Instant Corrections On Tone, Clarity And Content. Accessibility & Inclusivity Available To Anyone, Anywhere, Regardless Of Background. Ensures Equal Opportunity For Skill Development. Works Across Devices For Easy Access And Use. Confidence Building Safe Space For Socially Anxious Individuals To Rehearse. Removes Hesitation And Fear Of Real Conversations. Encourages Practice In a Judgements Free Environment. Safe & Ethical Built With Consent First Design Principles. Protects User Data With Encryption And Watermarking. Prevents Misuse Of Personal Photos Or Identities. Scalable Impact Application In Education, Freelancing and Therapy Domains. Clouds Powered Design Supports Thousands Simultaneously. Expands Reach To Millions Of Learners Worldwide. Professional Growth Freelancers Can Rehearse Client Pitcher And Sales Calls. Job Seekers Practice Interviews With Realistic AI Personas. Provides Constructive Feedback For Continuous Improvement. PersonaX 5

6. RESEARCH AND REFERENCES PersonaX 6