🎓 CurrAlign AI

On-Device Curriculum–Industry Alignment Analyzer

CurrAlign AI is an on-device, explainable AI system that evaluates how well an academic curriculum aligns with real-world industry job requirements.

It compares syllabi with job descriptions, identifies skill overlap, missing competencies, and low-relevance topics, and explains why these gaps exist — all without cloud dependency.

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🚩 Problem

Academic curricula evolve slowly, while industry skill demands change rapidly.
Institutions lack a simple, objective, and transparent way to measure curriculum relevance, and students have limited visibility into employability gaps.

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💡 Solution

CurrAlign AI provides:

• Automated skill extraction from syllabi and job descriptions
• Curriculum–industry alignment analysis
• Explainable reasoning for every insight
• Qualitative readiness assessment for decision-making

All analysis runs locally on the user’s device.

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✨ Why This Is Different

• ✅ Explainable AI — no black-box scoring
• ✅ On-device execution — privacy-first, low latency
• ✅ Deterministic pipeline — predictable, auditable results
• ✅ Education-focused — built for institutions, not hiring platforms
• ✅ AMD-aligned architecture — optimized for local CPU/GPU compute

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🧠 How It Works (High-Level)

1. Upload syllabus and job descriptions
2. Extract and normalize text
3. Identify skills and topics
4. Compare curriculum vs industry demand
5. Generate readiness summary and explanations
6. Display on-device performance characteristics

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⚙️ Tech Stack

• Frontend: React, Tailwind CSS
• Backend: FastAPI (Python)
• NLP: TF-IDF, keyword extraction, cosine similarity
• Document Processing: pdfplumber, python-docx
• Execution: Fully on-device (no cloud services)

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⚡ AMD Alignment

• Designed for efficient execution on AMD multi-core CPUs
• Parallelizable NLP and document processing workloads
• Privacy-preserving edge AI architecture
• Ready for future AMD GPU acceleration

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🎯 Demo

Includes a One-Click Judge Mode with preloaded demo data for instant evaluation.

🎥 Deployment : [(https://adarsh-gautam-sys.github.io/CurrAlign-AI/)]
🔗 GitHub Repository: [(https://github.com/adarsh-gautam-sys/CurrAlign-AI)]

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🏁 Closing

CurrAlign AI transforms curriculum evaluation from a manual assumption into a measurable, explainable process.

Built for the AMD Slingshot Hackathon 2026 🚀