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🐅 WildVision - Project Board

Project: WildVision - Wildlife Surveillance & Movement Analytics Platform
Client: Forest Department of India
Current Sprint: Week 1 (Jan 30 - Feb 5, 2026)
Sprint Goal: Monorepo setup and RBAC schema design
Overall Progress: 0%

Design System: shadcn/ui with muted palette (Forest Green + Beige) · See design_guidelines.md
Quality Standards: Production-ready · Integration-first · Government-grade · No temporary solutions

📋 This Week's Tasks

⏳ To Do (10 tasks)

Module 0: Project Foundations

  • Task 0.1.1 - Create monorepo structure (4h)

    • Set up apps/api, apps/web, apps/ai-node directories
    • Configure Turborepo or Nx for monorepo management

  • Task 0.1.2 - Initialize Git standards (2h)

    • Conventional commits, branch protection, CODEOWNERS

  • Task 0.1.3 - Development environment setup (3h)

    • Install Bun.js, configure VS Code, ESLint, Prettier

Module 1: Authentication & RBAC

  • Task 1.1.1 - Design RBAC schema (6h)

    • 4 roles: Admin, Divisional Officer, Range Officer, Ground Staff
    • Permission matrix with role inheritance

  • Task 1.1.2 - Implement authentication (8h)

    • JWT tokens, password hashing, device binding

Additional Setup

  • Set up PostgreSQL + PostGIS database
  • Set up MinIO object storage
  • Create initial Docker Compose configuration

Sprint Status: 🔵 Not Started (0/10 done, 0%)

🎯 Milestones

M0: Project Foundations (Due: Feb 28, 2026)

Progress: ░░░░░░░░░░░░░░░░░░░░ 0%

Scope:

  • Monorepo setup (Bun.js + React + AI node)
  • Authentication & RBAC (4-tier hierarchy)
  • Database schema (PostgreSQL + PostGIS)
  • MinIO storage configuration
  • Docker Compose setup

Current: Planning phase
Next: Task 0.1.1 (Monorepo structure)

M1: Camera & Geospatial Core (Due: Mar 31, 2026)

Progress: ░░░░░░░░░░░░░░░░░░░░ 0%

Scope:

  • Camera lifecycle management
  • Camera movement tracking (immutable history)
  • Forest geography (divisions, ranges, beats)
  • Google Maps integration
  • Image ingestion pipeline (SD card uploads)
  • MinIO bucket structure

Status: Not started (begins Week 5)

M2: AI Inference & Verification (Due: Apr 30, 2026)

Progress: ░░░░░░░░░░░░░░░░░░░░ 0%

Scope:

  • YOLOv8 model setup (wildlife + human + vehicle)
  • Night IR image support
  • Confidence-based auto-approval (≥ 0.85)
  • Human-in-the-loop verification UI
  • Audit trail for verifications

Status: Not started (begins Week 9)

M3: Federated Learning (Due: May 31, 2026)

Progress: ░░░░░░░░░░░░░░░░░░░░ 0%

Scope:

  • Flower FL server (Central HQ)
  • Flower FL clients (Range HQs)
  • Secure TLS communication
  • Training triggers (time/data-based)
  • Model governance & versioning
  • Drift detection

Status: Not started (begins Week 13)
Risk: HIGH - Most complex module

M4: Analytics & Maps (Due: Jun 30, 2026)

Progress: ░░░░░░░░░░░░░░░░░░░░ 0%

Scope:

  • Analytics dashboards (role-aware)
  • Core KPIs (animal counts, intrusions, camera uptime)
  • Plotly charts (density, trends, altitude vs species)
  • Animal movement tracking
  • Flagship species alerts (tiger, leopard)
  • Interactive maps with filters

Status: Not started (begins Week 17)

M5: Backend & Deployment (Due: Jul 30, 2026)

Progress: ░░░░░░░░░░░░░░░░░░░░ 0%

Scope:

  • Bun.js API architecture (layered, event-driven)
  • Docker deployment (edge + central profiles)
  • Security & compliance (audit logs, encryption)
  • Testing & simulation (synthetic data, load tests)
  • Documentation & SOPs (role-specific manuals)

Status: Not started (begins Week 21)

📊 Quick Stats

Total Tasks: 100+
Completed: 0 (0%)
In Progress: 0 (0%)
Remaining: 100+ (100%)

Days Elapsed: 0/180 (0%)
Weeks Remaining: 26

🎯 Next 4 Sprints

Week 2 (Feb 6-12, 2026): Database & Auth Backend

Goal: PostgreSQL + PostGIS setup, JWT auth implementation
Tasks: 1.1.2-1.1.3
Key: Login working, RBAC enforced

Week 3 (Feb 13-19, 2026): Auth UI & Camera Schema

Goal: Login/register UI, camera database design
Tasks: 1.1.4, 2.1.1
Key: Users can log in, camera model defined

Week 4 (Feb 20-26, 2026): Camera Management

Goal: Camera CRUD, movement tracking
Tasks: 2.1.2, 2.2.1
Key: Camera locations tracked with PostGIS

Week 5 (Feb 27 - Mar 5, 2026): Forest Geography

Goal: Administrative boundaries, Google Maps
Tasks: 2.2.2, 3.1.1
Key: Map showing divisions/ranges/cameras

🚨 Blockers & Risks

Active Blockers: None

Top Risks:

  1. Federated Learning Complexity (HIGH) - Allocate extra time, consult experts
  2. Field Connectivity Issues (MEDIUM) - Offline-first design required
  3. YOLOv8 Model Accuracy (MEDIUM) - Human verification as fallback

🔗 Quick Links

Local Services (After Setup):

Documentation:

Tech Stack:

📝 Sprint Planning Notes

Week 1 Focus Areas

Critical Path:

  1. Set up monorepo with Bun.js + React
  2. Install and configure PostgreSQL + PostGIS
  3. Design RBAC schema (4 roles with inheritance)
  4. Set up MinIO for object storage
  5. Create initial Docker Compose file

Success Criteria:

  • ✅ All developers can run bun install and start services
  • ✅ PostgreSQL + PostGIS accessible
  • ✅ MinIO accessible via console
  • ✅ RBAC schema documented and reviewed
  • ✅ Git repository with proper structure

Blockers to Watch:

  • Bun.js compatibility issues (new runtime)
  • PostGIS installation on Windows (if applicable)
  • Team familiarity with monorepo tools

🎉 Achievements

This Week

  • ✅ Project kickoff completed
  • ✅ Tech stack finalized
  • ✅ Task breakdown created (100+ tasks)
  • ✅ Documentation structure established

📅 Key Dates

Date Event
Jan 30, 2026 Project start
Feb 5, 2026 Week 1 review
Feb 28, 2026 M0: Foundation complete
Mar 31, 2026 M1: Camera & geospatial
Apr 30, 2026 M2: AI inference
May 31, 2026 M3: Federated learning
Jun 30, 2026 M4: Analytics & maps
Jul 30, 2026 M5: Full deployment

🏗 Architecture Overview

┌─────────────────────────────────────────────────────────┐
│                   Central HQ (Forest Dept)              │
│  ┌──────────────┐  ┌──────────────┐  ┌──────────────┐  │
│  │  Bun.js API  │  │   React Web  │  │  Flower FL   │  │
│  │              │  │   Dashboard  │  │   Server     │  │
│  └──────────────┘  └──────────────┘  └──────────────┘  │
│  ┌──────────────┐  ┌──────────────┐                    │
│  │  PostgreSQL  │  │    MinIO     │                    │
│  │  + PostGIS   │  │   Storage    │                    │
│  └──────────────┘  └──────────────┘                    │
└─────────────────────────────────────────────────────────┘
                          ↕ TLS
┌─────────────────────────────────────────────────────────┐
│                   Range HQ (Edge Node)                  │
│  ┌──────────────┐  ┌──────────────┐  ┌──────────────┐  │
│  │   AI Node    │  │  Flower FL   │  │  Local DB    │  │
│  │  (YOLOv8)    │  │   Client     │  │  (Sync)      │  │
│  └──────────────┘  └──────────────┘  └──────────────┘  │
│                                                         │
│  ┌──────────────────────────────────────────────────┐  │
│  │         Ground Staff Upload Interface            │  │
│  └──────────────────────────────────────────────────┘  │
└─────────────────────────────────────────────────────────┘

Last Updated: Jan 30, 2026
Next Update: Feb 1, 2026