PS
Peter Shinyama
Namwater HRDC · Trade: Plumbing and Pipe Fitting
Student no. N937HO98
Session: Apr 2026
Reviewed by instructor
Accuracy
87%
Above threshold
Safety compliance
92%
Mostly followed
Tool efficiency
85%
Good handling
Completion time
42 min
Error rate: Low
Tasks completed
Pipe measurement & cutting
5 of 5 tasks completed · All tasks passed
Certification outcome: Competent — Minor improvements required
Proceed to advanced simulation modules →
Feedback type
Real-time adaptive
Cloud dependency
None — offline
Data storage
On-device, secure
Inference latency
Real-time
Score breakdown
Accuracy 87%
Safety compliance 92%
Tool efficiency 85%
Overall rating 88%
Trainee vs passing threshold (75%)
Trainee scores
Threshold 75%
Task status — click any row to toggle
Completed: 5 / 5
Strengths identified
+Strong pipe assembly and system layout understanding
+Above-average leak detection with quick fault identification
+Efficient completion of all repair tasks
+Quick adaptation to real-time corrective feedback
+Good spatial awareness in system layout
Areas for improvement
~Minor measurement inaccuracies in initial tasks
~Slight delays in protective gear usage noted
~Increase speed without compromising precision
~Practice more complex pipe routing scenarios
Adaptive feedback delivered during session
Visual prompts
Pipe alignment guides
Alerts
Improper tool usage
Corrections
Step-by-step suggestions
Reinforcement
Cues for correct actions
Trainee information
Peter Shinyama
Plumbing and Pipe Fitting
Plumbing Installation & Maintenance
Maw Tech Training Simulator
Intermediate Plumbing Skills
Competent (minor improvements)
System insights
iNo cloud dependency — uninterrupted training assured
iReal-time inference enabled instant in-session feedback
iAll data processed locally for privacy and security
iPerformance data stored securely on device for review
iSub-50ms feedback loop via on-device AI model
Simulated score chart