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AI-driven eDNA analysis pipeline for discovering novel marine species in the vast, mysterious depths of our oceans.

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Samudrayan — E-DNA Voyage

AI-Driven Deep Sea eDNA Analysis Platform

Unveiling the ocean's hidden biodiversity through an AI-powered environmental DNA (eDNA) analysis pipeline for discovering novel marine species in the deep ocean.


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Overview

Samudrayan (e-DNA Voyage) is a modern web application designed to support marine biodiversity research. It enables researchers to upload eDNA samples, run AI-powered analyses, visualize results through phylogenetic trees and geographic dashboards, and manage collaborative research projects—all within a single, intuitive interface.

The platform addresses key challenges in deep-sea genomics: limited genetic databases, lengthy processing times, and the difficulty of identifying novel taxa. By combining structured data management with interactive visualizations, it aims to accelerate the discovery of undiscovered marine species.


Features

Core Functionality

Feature Description
Sample Upload Drag-and-drop eDNA file upload with progress tracking, geolocation tagging, and metadata capture
Analysis Pipeline Simulated AI-driven analysis with species identification, confidence scoring, and novel taxa detection
Results Visualization Phylogenetic tree views, zone-grid exploration, and taxonomic aggregation (phylum/class levels)
Global Dashboard Interactive map showing biodiversity data across major deep-sea locations (e.g., Mariana Trench, Puerto Rico Trench, Japan Trench)
Project Management Create and manage research projects with collaborators, date ranges, file associations, and tags
User Profiles Profile management with editable user information
Authentication Sign-in and registration flows for authenticated access

Technical Capabilities

  • State Management: React Context for Analysis, Projects, and User data with localStorage persistence
  • Data Visualization: Recharts, phylogenetic trees, geographic maps, and interactive zone grids
  • Form Handling: React Hook Form with Zod validation
  • API-Ready: TanStack Query for server state management and future backend integration
  • Responsive UI: Mobile-friendly layout built with Tailwind CSS and shadcn/ui

Technology Stack

Category Technologies
Framework React 18, TypeScript
Build Tool Vite 5
Styling Tailwind CSS, Tailwind Typography
UI Components shadcn/ui, Radix UI primitives
Routing React Router v6
Data Fetching TanStack React Query
Forms & Validation React Hook Form, Zod, @hookform/resolvers
Charts & Visualization Recharts
3D Graphics Spline (react-spline)
Icons Lucide React
Date Handling date-fns, react-day-picker

Project Structure

src/
├── components/          # Reusable UI components
│   ├── ui/              # shadcn/ui base components
│   ├── AbyssBackground.tsx
│   ├── AuthModal.tsx
│   ├── CollaboratorModal.tsx
│   ├── DataVisualization.tsx
│   ├── GlobalMap.tsx
│   ├── Navigation.tsx
│   ├── PhylogeneticTree.tsx
│   ├── ProjectDetailsModal.tsx
│   ├── ProjectResultsModal.tsx
│   ├── SpeciesDiscovery.tsx
│   └── ZoneGrid.tsx
├── contexts/            # React Context providers
│   ├── AnalysisContext.tsx
│   ├── ProjectContext.tsx
│   └── UserContext.tsx
├── hooks/               # Custom React hooks
├── lib/                 # Utility functions
├── pages/               # Route-level pages
│   ├── Home.tsx
│   ├── Upload.tsx
│   ├── Results.tsx
│   ├── Dashboard.tsx
│   ├── Projects.tsx
│   ├── Profile.tsx
│   └── NotFound.tsx
└── services/            # External service integrations
    ├── emailService.ts
    └── locationService.ts

Getting Started

Prerequisites

Installation

# Clone the repository
git clone <YOUR_GIT_URL>
cd e-dna-voyage

# Install dependencies
npm install

# Start the development server
npm run dev

The application will be available at http://localhost:5173 (or the port shown in the terminal).

Available Scripts

Script Description
npm run dev Start development server with hot module replacement
npm run build Production build
npm run build:dev Development mode build
npm run preview Preview production build locally
npm run lint Run ESLint

Application Routes

Path Page Description
/ Home Landing page with product overview and value proposition
/upload Upload eDNA sample upload and analysis initiation
/results Results Analysis results, phylogenetic trees, and zone exploration
/dashboard Dashboard Global ocean biodiversity dashboard and map
/projects Projects Project management and collaboration
/profile Profile User profile and settings

Data Persistence

Analysis data (uploaded files and results) is persisted in the browser's localStorage under the keys:

  • e-dna-uploaded-files
  • e-dna-analysis-results

This enables session continuity during development. For production, integrate with a backend API and replace or extend the context implementations.


Development Notes

  • ESLint is configured for code quality; run npm run lint before committing.
  • TypeScript is used throughout; ensure type definitions are maintained.
  • UI components follow shadcn/ui conventions and use Tailwind for styling.

License

Private. All rights reserved.


Acknowledgments

Built for marine biodiversity research, inspired by deep-sea exploration and environmental DNA science. Samudrayan references India's pioneering manned submersible mission for deep-ocean research.

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AI-driven eDNA analysis pipeline for discovering novel marine species in the vast, mysterious depths of our oceans.

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