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AI & IoT Training Camp — Day 6 Sessions 2 & 3

Project Evaluation Rubric

Standardized scoring form for group presentations and live demonstrations.

Category Weight Excellent (9–10) Good (7–8) Adequate (5–6) Needs Work (1–4) Score
Innovation 25% ExcellentOriginal problem. Creative sensor + AI fusion. Clear real-world applicability. GoodInteresting problem. Good combination of components. Practical value shown. AdequateStandard problem. Uses required components but limited creativity. Needs WorkCopied example project. Minimal original thinking.
/10
Technical 25% ExcellentAI model >90% accuracy. Multiple sensors + actuators. Clean If-Else logic. Proper pin wiring. GoodAI model >80% accuracy. Sensor + actuator work well. Logic has minor gaps. AdequateAI model works but <80%. Basic hardware. Logic partially functional. Needs WorkAI model not trained. Hardware not connected properly. Major logic errors.
/10
Live Demo 25% ExcellentDemo works first try. Handles edge cases. Visual feedback on Stage. Smooth sensor→AI→actuator flow. GoodDemo works with minor retry. Most edge cases handled. Clear data flow. AdequateDemo partially works. Some components fail. Limited error handling. Needs WorkDemo fails. System does not respond correctly. No integration visible.
/10
Presentation 25% ExcellentClear 5-min structure. All members participate. Q&A handled confidently. Engaging delivery. GoodGood structure. Most members contribute. Reasonable Q&A responses. AdequateBasic structure. Only leader presents. Difficulty answering questions. Needs WorkNo clear structure. Disorganized. Cannot explain project decisions.
/10
CategoryWeightRaw Score (/10)Weighted
Innovation× 0.25
Technical Complexity× 0.25
Working Demo× 0.25
Presentation Quality× 0.25
TOTAL SCORE/10
Final Score
  /10
9–10: Outstanding · 7–8: Very Good
5–6: Satisfactory · 1–4: Needs Improvement

Peer Award Nomination (check one if applicable)

Most Innovative
Best Technical
Best Presentation
Best Teamwork

Strengths

Areas for Improvement