Learning / BROWSER DEMO

MyCoachingBD

MyCoachingBD demonstrates coaching discovery and request workflows with synthetic provider profiles. Its local exercises show consent and review steps without arranging real lessons.

Open browser app

Free to explore · No sign-in · Demonstration data

Actual MyCoachingBD demo interface — Actual demo interface. Sample records are fictional.

EXPLORE

What you can try

Browse example providers by subject, area, or education stage.
Compare sample fees and schedules while reviewing missing information and verification limits.
Try consent, guardian-review, provider-dashboard, and attendance exercises.

START HERE

Try it in three steps

Choose a subject or education stage and open a fictional provider profile.
Review the sample terms and create a demo request with the consent controls.
Use the provider and guardian views to explore simulated review and attendance states.

CONTEXT & LIMITS

Know what the demo shows

All provider profiles are synthetic and not verified tutors or coaching services.
Requests, reviews, and dashboard actions last only in the open page; no message or booking is sent.
Consent screens are workflow demonstrations, not server-side safeguarding controls.

Use fictional information when trying inputs. The browser edition has no live service, account, payment, dispatch, or external AI integration. Any local saves belong to this browser and device.

COMMON QUESTIONS

Before you explore

Will a tutor receive my request?

No. The request is a local exercise and is not sent to a provider.

Does the guardian flow verify a real provider?

No. It demonstrates interface rules only; it does not verify identity or provide real-world safeguarding.

Release information

Maintained by Mohammad Rezwan Khan. Browser release updated 2026-09-30. This page describes the shipped browser demo; it is not a claim of professional or production validation.

Machine-readable app facts · Plain-text overview · Dependency & content notices

Source revision e28595a6315a · Runtime SHA-256 6282fb0f39664249

MATHEMATICAL SPECIFICATION & UNITS

Governing Equations, Inputs, Outputs & Dimensional Conventions

MyCoachingBD executes deterministic client-side calculations in the browser. Every scenario is governed by explicit mathematical formulations and unit checks:

Provider Comparison Score = Σ w_i × Criterion_i (evaluated strictly on user-entered checklist weights across fictional sample profiles)

Declared Units & Arithmetic Conventions: Checklist weights in %; batch size in students/batch; fee transparency and safeguarding verification flags (Boolean).

Scope & Operational Boundary: Fictional coaching-provider discovery and guardian or attendance workflows. No verified providers, bookings, messages or safeguarding service.

Launch Interactive MyCoachingBD Runtime → · Read Full Methodology & Validation Notes →

REPRODUCIBLE WORKED EXAMPLE & BENCHMARK TABLE

Verified Case Study & Held-Out Reference Table

Worked Verification Case: 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.

Reproducible benchmark scenarios shipped in the MyCoachingBD browser edition (Synthetic / Precomputed Evidence)
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

PROCEDURAL USAGE GUIDE

How to Use MyCoachingBD in 3 Reproducible Steps

Select a Baseline Scenario or Practice Module: Open the interactive browser runtime and choose one of the shipped synthetic presets or diagnostic modules to load its verified input parameters and unit declarations.
Inspect Intermediate Traces & Constraints: Review the computed ledger, error diagnostics (MAE/RMSE/margin/balance checks), or bilingual explanations alongside the governing equations documented on mktutor.co.education/methodology/.
Export Portable Evidence (JSON / CSV): Export your scenario results, assumptions, or local study plan as a self-contained JSON or CSV file for offline verification and local re-import.

FREQUENTLY ASKED QUESTIONS

Methodological & Boundary FAQs

Will a tutor receive my request?

No. The request is a local exercise and is not sent to a provider.

Does the guardian flow verify a real provider?

No. It demonstrates interface rules only; it does not verify identity or provide real-world safeguarding.

What mathematical model and units does MyCoachingBD use?

MyCoachingBD applies 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).

What are the operational boundaries and limitations of MyCoachingBD?

Fictional coaching-provider discovery and guardian or attendance workflows. No verified providers, bookings, messages or safeguarding service. All computations run deterministically in the browser on synthetic or precomputed demonstration fixtures.

How can I reproduce the benchmark results in MyCoachingBD?

Open the interactive browser workspace at ./run/, select Case 1 to inspect the worked result (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.), and export the JSON or CSV evidence ledger.

PROVENANCE, ATTRIBUTION & RESEARCH ECOSYSTEM

Engineering Attribution & Interconnected Research Hub

Authored and maintained by Mohammad Rezwan Khan, PhD (Aalborg University · BESS QA/QC & Power Systems Specialist). Canonical URL: https://mktutor.co.education/ · Source revision: e28595a6315a · Runtime SHA-256 prefix: 6282fb0f39664249 · Repository provenance: https://github.com/mohammadrezwankhan/mycoachingbd-demo (private source engine; public deterministic browser projection).

Application Metadata (app.json) · AI / LLM Discovery Guide (llms.txt) · Full Technical Corpus (llms-full.txt) · Semantic Knowledge Graph (knowledge-graph.jsonld)