INTRO

Prashikshan (Team YANTRICS) is an end-to-end, NEP-aligned platform that transforms internships from fragmented administrative chores into structured, verifiable, credit-bearing learning journeys that demonstrably improve employability. It addresses persistent gaps in higher education — weak industry linkages, inconsistent mentorship, poor tracking and assessment, and credential fraud — by combining AI-driven skill mapping, mentor matching, micro-project simulators, blockchain-anchored credentials, and role-based analytics into a single, low-bandwidth-friendly system for students, faculty, industry, and government stakeholders.

FEATURES

1. Role-Based Dashboards
2. Career Path Visualizer
3. Government-Integrated Ecosystem
4. Micro-Project Simulator
5. Internship Discovery
6. Mentor Match & Collaboration Hub
7. Smart Evaluation & Digital Logbook
8. Blockchain-Verified Certificates & Analytics
9. AI Skill Mapper
10. Gamified Skill Journey

Technical Approach

The platform uses a scalable cloud setup with Laravel, Next.js, and Node.js for development, and Python (TensorFlow, Hugging Face) for AI and ML. D3.js and Metabase power analytics, hosted on Vercel with Redis caching. Integrated with AICTE, NCS, and Skill India APIs, it includes modules like the Internship Finder, AI Skill Mapper, Mentor Matching, Project Simulator, and Blockchain-Based Certification with Analytics Dashboards.

Business Model & Revenue Streams

The business model centers on developing and maintaining the AI-powered platform while building partnerships with colleges, industries, and government bodies. Key collaborators like AICTE, Skill India, NSDC, and DigiLocker ensure trust, compliance, and outreach. The system grows through college onboarding, placement cells, and digital campaigns, earning revenue from subscriptions, certification analytics, paid internship listings, and institutional support.

Impact and Benefits

Designed for feasibility and inclusivity, the platform is NEP-aligned, works even on low bandwidth, supports multiple languages, and integrates securely with AICTE and Skill India APIs. Its blockchain verification and DigiLocker-based login ensure authenticity and easy statewide rollout using existing college infrastructure.

User Benefits:

The impact extends across all sectors — students gain guided internships and verified credentials; educators track performance and credits seamlessly; industries find trained, skill-tagged talent; and governments strengthen workforce readiness and education–industry collaboration for national growth.