Stress Less platform Help

Work Breakdown Structure (WBS) with TDD Approach

Project Information

Project: StressLess Android MVP
Duration: 6 weeks
Team Size: 5 developers
Start Date: September 02, 2025
End Date: October 14, 2025

1.0 PROJECT MANAGEMENT & SETUP

1.1 Project Initialization (3 days) - Week 1

Resources: Tech Lead (100%), DevOps Engineer (100%)

  • 1.1.1 Create project repository and CI/CD pipeline

  • 1.1.2 Define coding standards and TDD guidelines

  • 1.1.3 Set up development environment templates

  • 1.1.4 Create project documentation structure

  • 1.1.5 Define testing strategy with Gherkin/Cucumber integration

1.2 Team Setup (2 days) - Week 1

Resources: Tech Lead (100%), All Team Members (50%)

  • 1.2.1 Onboard team members to TDD and Gherkin approach

  • 1.2.2 Configure development tools (Cursor, Android Studio, Cucumber)

  • 1.2.3 Set up communication channels and daily standups

  • 1.2.4 Assign role responsibilities and code ownership

2.0 REQUIREMENTS & GHERKIN FEATURE FILES

2.1 Feature File Creation (2 days) - Week 1

Resources: Tech Lead (100%), QA Engineer (100%), Android Developer (50%)

  • 2.1.1 Create onboarding.feature - User onboarding and consent scenarios

  • 2.1.2 Create model_selection.feature - Model download and initialization

  • 2.1.3 Create home_dashboard.feature - Home screen and navigation

  • 2.1.4 Create voice_check.feature - Voice recording and analysis

  • 2.1.5 Create results.feature - Result display and recommendations

  • 2.1.6 Create history_trends.feature - History and trend visualization

  • 2.1.7 Create settings_privacy.feature - Settings and data management

  • 2.1.8 Create hardware_performance.feature - NPU and performance scenarios

  • 2.1.9 Create offline_security.feature - Offline and security scenarios

2.2 Step Definition Setup (1 day) - Week 1

Resources: QA Engineer (100%), Android Developer (50%)

  • 2.2.1 Create Cucumber test runner configuration

  • 2.2.2 Implement step definition stubs for all features

  • 2.2.3 Set up test data and mocking framework

3.0 ARCHITECTURE & INFRASTRUCTURE (TDD-DRIVEN)

3.1 Project Structure Setup (3 days) - Week 1-2

Resources: Tech Lead (100%), Android Developer (100%)

  • 3.1.1 Create Android project with Kotlin and Compose (following TDD)

  • 3.1.2 Configure Gradle build system with testing dependencies

  • 3.1.3 Set up modular architecture (app, data, domain, ui, ml modules)

  • 3.1.4 Implement dependency injection with Hilt

  • 3.1.5 Configure test runners (unit, integration, Cucumber)

3.2 Core Infrastructure (4 days) - Week 2

Resources: Android Developer (100%), ML Engineer (50%)

  • 3.2.1 Implement encrypted SQLite database with Room (test-first)

  • 3.2.2 Create data models and entities with validation tests

  • 3.2.3 Set up DataStore for app preferences (test coverage)

  • 3.2.4 Implement logging and crash reporting

  • 3.2.5 Configure WorkManager for background tasks

3.3 Security Framework (2 days) - Week 2

Resources: Android Developer (100%), QA Engineer (50%)

  • 3.3.1 Implement Android Keystore integration (test-first)

  • 3.3.2 Create encryption utilities with unit tests

  • 3.3.3 Set up GDPR compliance framework

  • 3.3.4 Implement data export/deletion with scenario validation

4.0 AI/ML ENGINE DEVELOPMENT (TDD-DRIVEN)

4.1 Model Integration (5 days) - Week 2-3

Resources: ML Engineer (100%), Tech Lead (50%)

  • 4.1.1 Research and select ECAPA-TDNN model variants

  • 4.1.2 Convert models to LiteRT format with validation tests

  • 4.1.3 Quantize models for mobile deployment

  • 4.1.4 Create model asset management system (test-first)

  • 4.1.5 Implement model integrity validation

4.2 NPU Delegate Implementation (6 days) - Week 3

Resources: ML Engineer (100%), Tech Lead (100%)

  • 4.2.1 Implement device capability detection (test-driven)

  • 4.2.2 Add Qualcomm NPU delegate integration

  • 4.2.3 Add MediaTek NPU delegate support

  • 4.2.4 Create fallback mechanism (GPU → CPU) with tests

  • 4.2.5 Optimize delegate selection logic

  • 4.2.6 Performance benchmarking with automated tests

4.3 ECAPA-TDNN Engine (5 days) - Week 3

Resources: ML Engineer (100%), Android Developer (50%)

  • 4.3.1 Implement ModelLoader with caching (test-first)

  • 4.3.2 Create ECAPAStressEngine class with unit tests

  • 4.3.3 Implement embedding extraction pipeline

  • 4.3.4 Build stress classification logic with validation

  • 4.3.5 Add confidence scoring and error handling

4.4 Audio Processing Pipeline (4 days) - Week 3-4

Resources: Android Developer (100%), ML Engineer (50%)

  • 4.4.1 Implement audio recording with test mocks

  • 4.4.2 Create audio preprocessing utilities (test-driven)

  • 4.4.3 Implement MFCC feature extraction with validation

  • 4.4.4 Add noise filtering and normalization

  • 4.4.5 Optimize audio buffer management

5.0 BUSINESS LOGIC & SERVICES (TDD-DRIVEN)

5.1 Core Services (5 days) - Week 4

Resources: Android Developer (100%), Tech Lead (50%)

  • 5.1.1 Implement StressAnalysisManager orchestrator (test-first)

  • 5.1.2 Create PrivacyController for GDPR compliance

  • 5.1.3 Build LocalStressRepository with integration tests

  • 5.1.4 Create wellness recommendation engine

  • 5.1.5 Add performance monitoring utilities

5.2 Data Management (3 days) - Week 4

Resources: Android Developer (100%), QA Engineer (50%)

  • 5.2.1 Implement DAOs and database operations (test-driven)

  • 5.2.2 Create data migration strategies with tests

  • 5.2.3 Build export/import functionality

  • 5.2.4 Add data validation and integrity checks

6.0 USER INTERFACE DEVELOPMENT (TDD-DRIVEN)

6.1 Design System (3 days) - Week 4

Resources: Android Developer (100%), Tech Lead (25%)

  • 6.1.1 Create Material 3 design tokens

  • 6.1.2 Implement custom theme and typography

  • 6.1.3 Build reusable UI components with Compose tests

  • 6.1.4 Create accessibility guidelines

  • 6.1.5 Implement dark/light theme support

6.2 Onboarding Flow Implementation (4 days) - Week 4-5

Resources: Android Developer (100%), QA Engineer (50%) Gherkin Scenarios: onboarding.feature, model_selection.feature

  • 6.2.1 Implement welcome screens (guided by Gherkin scenarios)

  • 6.2.2 Create EULA and consent forms

  • 6.2.3 Build language selection interface

  • 6.2.4 Implement model download screen with progress

  • 6.2.5 Add onboarding completion state management

  • 6.2.6 Validate all onboarding Gherkin scenarios pass

6.3 Core Screens Implementation (6 days) - Week 5

Resources: Android Developer (100%), Tech Lead (50%) Gherkin Scenarios: home_dashboard.feature, voice_check.feature, results.feature

  • 6.3.1 Build Home Dashboard (validate dashboard scenarios)

  • 6.3.2 Create Voice Check recording overlay (test recording scenarios)

  • 6.3.3 Implement Stress Result display screen

  • 6.3.4 Build History and Trends visualization (history scenarios)

  • 6.3.5 Create Settings and Privacy screens (settings scenarios)

  • 6.3.6 Implement navigation and state management

6.4 Interactive Components (3 days) - Week 5

Resources: Android Developer (100%), ML Engineer (25%)

  • 6.4.1 Create voice recording controls with UI tests

  • 6.4.2 Build waveform visualization

  • 6.4.3 Implement progress indicators

  • 6.4.4 Add context tagging interface

7.0 INTEGRATION & TESTING (GHERKIN VALIDATION)

7.1 Cucumber Integration Testing (4 days) - Week 5-6

Resources: QA Engineer (100%), All Developers (25%)

  • 7.1.1 Execute all Gherkin scenarios end-to-end

  • 7.1.2 Validate onboarding and model selection flows

  • 7.1.3 Test voice check and result display scenarios

  • 7.1.4 Verify history, settings, and privacy scenarios

  • 7.1.5 Test hardware performance and offline scenarios

7.2 Performance Testing (3 days) - Week 6

Resources: ML Engineer (100%), QA Engineer (50%) Gherkin Scenarios: hardware_performance.feature

  • 7.2.1 Benchmark inference times across devices (<3s requirement)

  • 7.2.2 Memory usage optimization testing (<200MB)

  • 7.2.3 Battery consumption analysis (<2% per analysis)

  • 7.2.4 NPU delegate performance validation

7.3 Security & Privacy Testing (2 days) - Week 6

Resources: QA Engineer (100%), Android Developer (50%) Gherkin Scenarios: offline_security.feature, settings_privacy.feature

  • 7.3.1 Verify data encryption implementation

  • 7.3.2 Test GDPR compliance features (export/delete)

  • 7.3.3 Validate offline functionality scenarios

  • 7.3.4 Privacy controls validation

8.0 QUALITY ASSURANCE & OPTIMIZATION

8.1 Manual Testing (3 days) - Week 6

Resources: QA Engineer (100%), Android Developer (50%)

  • 8.1.1 Execute all Gherkin scenarios manually

  • 8.1.2 Device compatibility testing

  • 8.1.3 Edge case and error scenario testing

  • 8.1.4 Accessibility testing (screen reader, contrast)

8.2 Performance Optimization (2 days) - Week 6

Resources: ML Engineer (100%), Tech Lead (50%)

  • 8.2.1 Optimize model loading and caching

  • 8.2.2 Reduce memory footprint

  • 8.2.3 Improve startup time

  • 8.2.4 Optimize battery usage

9.0 DEPLOYMENT & RELEASE

9.1 Release Preparation (3 days) - Week 6

Resources: DevOps Engineer (100%), Tech Lead (50%)

  • 9.1.1 Configure release build variants

  • 9.1.2 Implement app signing and security

  • 9.1.3 Optimize APK size and resources (<50MB)

  • 9.1.4 Final Gherkin scenario validation

  • 9.1.5 Create release documentation

9.2 Beta Testing (2 days) - Week 6

Resources: QA Engineer (100%), All Team Members (25%)

  • 9.2.1 Deploy to internal testing track

  • 9.2.2 Stakeholder review sessions

  • 9.2.3 Critical bug fixes if needed

  • 9.2.4 Performance validation on target devices

DETAILED RESOURCE ALLOCATION

Resource

Week 1

Week 2

Week 3

Week 4

Week 5

Week 6

Tech Lead

100% (Setup)

75% (Infra/ML)

75% (ML/NPU)

50% (Business)

50% (UI)

50% (Release)

Android Developer #1

75% (Setup)

100% (Infra)

50% (Audio)

100% (Business)

100% (UI)

50% (Testing)

Android Developer #2

-

50% (Models)

50% (Engine)

100% (Data)

100% (UI)

50% (QA)

ML Engineer

-

50% (Infra)

100% (ML/NPU)

50% (Audio)

25% (Components)

100% (Performance)

QA Engineer

50% (Features)

50% (Security)

-

50% (Data)

50% (UI)

100% (Testing)

DevOps Engineer

100% (CI/CD)

-

-

-

-

100% (Release)

TIMELINE SUMMARY WITH GHERKIN MILESTONES

Week

Phase

Key Deliverables

Gherkin Validation

Critical Path

Week 1

Setup & Requirements

Project setup, Feature files, Team onboarding

All .feature files created

✓ Critical

Week 2

Architecture & Infrastructure

Core infrastructure, Model integration

Infrastructure scenarios pass

✓ Critical

Week 3

AI/ML Development

NPU delegates, ECAPA engine, Audio pipeline

ML performance scenarios pass

✓ Critical

Week 4

Business Logic & UI Foundation

Services, Data layer, Design system

Business logic scenarios pass

✓ Critical

Week 5

UI Implementation

All screens, Navigation, Components

All UI scenarios pass

✓ Critical

Week 6

Testing & Release

Integration testing, Performance, Deployment

All Gherkin scenarios pass

✓ Critical

GHERKIN TEST COVERAGE REQUIREMENTS

Feature File

Minimum Scenarios

Coverage Target

Validation Week

onboarding.feature

5 scenarios

100% pass rate

Week 5

model_selection.feature

4 scenarios

100% pass rate

Week 3

home_dashboard.feature

3 scenarios

100% pass rate

Week 5

voice_check.feature

6 scenarios

100% pass rate

Week 5

results.feature

4 scenarios

100% pass rate

Week 5

history_trends.feature

3 scenarios

100% pass rate

Week 5

settings_privacy.feature

5 scenarios

100% pass rate

Week 6

hardware_performance.feature

4 scenarios

100% pass rate

Week 6

offline_security.feature

3 scenarios

100% pass rate

Week 6

DEFINITION OF DONE (TDD/GHERKIN)

Each WBS item is complete when:

  • [ ] Code implemented and peer reviewed

  • [ ] Unit tests passing (>90% coverage)

  • [ ] Integration tests passing

  • [ ] Related Gherkin scenarios passing

  • [ ] Performance benchmarks met

  • [ ] Security validation complete

  • [ ] Documentation updated

  • [ ] Merged to main branch

RISK MITIGATION

Risk

Probability

Impact

Mitigation

Owner

NPU compatibility issues

Medium

High

Fallback to GPU/CPU delegates tested in Week 3

ML Engineer

Gherkin scenarios fail

Low

High

Daily scenario execution in CI/CD

QA Engineer

Performance targets missed

Medium

High

Continuous benchmarking in Weeks 3-6

ML Engineer

GDPR compliance gaps

Low

High

Legal review of scenarios in Week 1

Tech Lead

Total Effort: 150 person-days
Project Duration: 6 weeks
Critical Success Factors: TDD adoption, Gherkin scenario coverage, NPU performance optimization

02 September 2025