# MyCoachingBD — Coaching Discovery Demo > Fictional coaching-provider discovery and guardian or attendance workflows. No verified providers, bookings, messages or safeguarding service. - Canonical URL: https://mktutor.co.education/ - Methodology & Equations: https://mktutor.co.education/methodology/ - Interactive Browser Runtime: https://mktutor.co.education/run/ - Author & Root Entity: Mohammad Rezwan Khan, PhD (https://mrkhan.co.technology/#person) - Ecosystem Directory: https://mklab.co.technology/ - Knowledge Graph JSON-LD: https://mktutor.co.education/knowledge-graph.jsonld ## Governing Mathematical Formulation & Units - Formula: `Provider Comparison Score = Σ w_i × Criterion_i (evaluated strictly on user-entered checklist weights across fictional sample profiles)` - Units: Checklist weights in %; batch size in students/batch; fee transparency and safeguarding verification flags (Boolean). ## Reproducible Worked Example Fictional Provider Evaluation Walkthrough: Comparing two fictional coaching profiles ('Sample Science Batch A' vs. 'Sample Math Mentorship B') using the 6-point Guardian & Student Evaluation Checklist highlights missing fee breakdowns, batch-size claims, and attendance communication rules without endorsing any real coaching centre or accepting bookings. ## Benchmark Table | Evaluation Dimension | Verification Question | Demo Data Status | Marketplace Status | | --- | --- | --- | --- | | Instructor & Batch Clarity | Are class size and instructor credentials documented? | 100% Fictional Profiles | No bookings or live listings | | Fee & Refund Transparency | Are total fees, materials, and refund rules itemized? | 100% Fictional Profiles | No payment processing | | Safeguarding & Attendance | How are guardian notices and attendance logs verified? | Workflow Simulation Only | No live messaging | ## 5-Domain Core Authority Ecosystem 1. Hub & Authority: https://mrkhan.co.technology/ (Mohammad Rezwan Khan, PhD - BESS QA/QC & Energy R&D) 2. Interactive Course & Twin: https://khanlab.co.technology/ (Datacenter Power Systems & What-If Simulator) 3. Microgrid Research: https://mkgrid.co.technology/ (HelioForge Energy Lab - Hybrid Energy Research) 4. Synthetic Energy Trading: https://mktrade.co.business/ (ZephyrTrade - Wind-Market Synthetic Backtesting) 5. Utility & Tool Suite: https://mklab.co.technology/ (MKLab - 68 Free Browser Engineering & Planning Apps)