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Semester II · Product-Based Learning · 20:80 theory to practice

Design thinking, taken apart with AI and quantum maths.

Twelve studios, four theory units and sixteen hands-on labs. Every model is transparent, every number can be inspected, and every AI output is a nudge — never a replacement for talking to users.

  1. 01

    Empathize

  2. 02

    Define

  3. 03

    Validate

  4. 04

    Ideate

  5. 05

    Prototype

  6. 06

    Test

  7. 07

    Refine

  8. 08

    Pitch

Synthetic DataAI Model + XAIInference & NudgesRAG + Agents + SLMPipeline + Vector DBNeural Network OSFeedback LoopKnowledge GraphsQuantum LabQUBO OptimizerData ScienceMaths & Formulas

Access is by email. Students get every learning lab; faculty also get the Assessment Studio; admins manage people and roles.