Assessfy Social Impact Lab Advanced 6 milestones 100 marks

Community-Driven Early Warning Platform for Human-Wildlife Conflict Zones

Theme: Life on Land & Biodiversity Type: Social-good / SDG-aligned impact project Tags: SDG 15, Biodiversity Team: up to 4 Assessment: 6 impact-lifecycle milestones (100 marks) Hackathon/AICTE-activity-points eligible

Real-world project · AICTE-aligned · AI-graded · Audit-ready certificate

6
Milestones
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Available mentors
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Enrolled students
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Core skills
About this project

Objective: To develop a low-cost, real-time alert and reporting system for rural communities vulnerable to human-wildlife conflict near forest edges.

Human-wildlife conflict is a persistent issue affecting farmers and villagers living adjacent to forests in India, leading to crop losses, injuries, and sometimes fatalities. This problem disproportionately impacts marginalized communities, undermining livelihoods and safety. Addressing this challenge directly supports SDG 15 (Life on Land) by promoting coexistence and biodiversity conservation.

The proposed solution is a mobile-first, multilingual early-warning and incident reporting platform, leveraging simple sensors, crowdsourced reports, and open geospatial data to predict and disseminate real-time alerts about wildlife movement near human settlements.

The system will feature: a lightweight mobile/web interface for community reporting; low-cost sensor integration (e.g., motion sensors, camera traps); automated geofencing using ISRO Bhuvan and OpenStreetMap layers; a backend for risk scoring and predictive analytics; and SMS/IVR alerts for non-smartphone users. The prototype will be field-tested with stakeholder feedback loops.

Measurable impact includes reduction in human-wildlife incidents and improved response time, tracked via reports and community feedback. The platform can scale to other regions, integrate with forest department protocols, and support participatory conservation efforts.

Milestones
1. Problem & Stakeholder Understanding
10 marks 20d
Conduct interviews with affected villagers and local forest officials to document key pain points and user needs; reviewed via stakeholder summary report.
2. Landscape Survey & Open-Data Sourcing
10 marks 18d
Map existing solutions, relevant open datasets, and wildlife movement patterns using public data; deliverable is a data landscape report and open dataset inventory.
3. Solution Design & Architecture
15 marks 22d
Develop system architecture, user journey maps, and data flow diagrams; reviewed through a design document and wireframes validated by mentors.
4. Prototype / Build
30 marks 38d
Implement the core mobile/web app, sensor integration, backend, and alert system; deliverable is a working prototype reviewed by demonstration.
5. Pilot & Impact Measurement
25 marks 30d
Deploy prototype in a selected village, collect usage and incident data, and conduct user feedback surveys; deliverable is pilot report with impact metrics.
6. Stakeholder Demo & Pitch
10 marks 15d
Present solution, pilot results, and scalability plan to community members and technical evaluators; reviewed through stakeholder feedback and Q&A.
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Skills you'll learn
Social GoodSocial ImpactSDGSustainable DevelopmentCommunityLife on Land & BiodiversitySDG 15BiodiversityIoT sensor integration and embedded systemsMobile/web application development for low-resource settingsGeospatial data analysis and mappingUX design for multilinguallow-literacy usersStakeholder interviews and rural field engagementImpact metrics design and survey analysisBackend development with real-time data processing
Tools used
ISRO Bhuvan geospatial dataOpenStreetMap APIsPublic datasets on wildlife conflict (data.gov.inWII)Android Studio or React NativeNode.js or Django backendTwilio or Open Source IVR/SMS gatewayLow-cost motion/camera sensors (e.g.Arduino or ESP32)
Prerequisites
Basic programming (PythonJavaScriptor Java)Introduction to IoT or embedded systemsDatabase design and APIsFundamentals of GIS/geospatial data
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You'll earn — Certificate (PDF)

AICTE-aligned Project Completion Certificate

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