Assessfy Social Impact Lab Moderate 6 milestones 100 marks

Energy Literacy and Bill Reduction Advisor for Urban Low-Income Households

Theme: Affordable Clean Energy Type: Social-good / SDG-aligned impact project Tags: SDG 7, Energy Access 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
15
Core skills
About this project

Objective: Develop an accessible digital solution that helps low-income urban families in India understand electricity usage and reduce their monthly bills through tailored advice.

Lack of energy literacy among low-income urban families in India leads to inefficient electricity usage and higher utility bills, disproportionately impacting their finances and quality of life. Many residents of informal settlements or slum areas are unaware of how daily behaviours and appliance choices affect their electricity consumption, directly relating to SDG 7: Affordable and Clean Energy.

This project proposes a mobile-first, low-data digital advisor that demystifies household electricity bills, analyses usage patterns (via manual entry or photo-upload of bills), and provides actionable, context-specific recommendations to reduce costs—such as appliance use tips, peak-hour avoidance, and subsidy eligibility alerts. The tool uses open datasets and basic AI/ML to personalize advice without requiring smart meters or IoT devices.

Key features include multilingual support, an intuitive interface for non-technical users, offline guidance resources, and a community feedback module. The prototype will be piloted in select urban low-income areas, integrating local tariff structures and leveraging open datasets (e.g., electricity prices, weather, census block data). The deliverable is a working web/mobile app plus an impact report on household bill reduction and user comprehension.

Measurable impact includes percentage reduction in electricity bills and increase in user energy-awareness (pre/post surveys). The solution is designed for easy scaling via NGOs, local governments, or utility partners, and can be adapted to other regions or languages as needed.

Milestones
1. Problem & Stakeholder Understanding
10 marks 21d
Conduct interviews with low-income urban families and local NGOs to map pain points and define user personas; deliverable is a needs assessment report reviewed with mentor feedback.
2. Landscape Survey & Open-Data Sourcing
10 marks 18d
Survey existing energy-literacy tools, collect open datasets (tariffs, bills, census data), and document data gaps; reviewed via a data landscape and feasibility report.
3. Solution Design & Architecture
15 marks 21d
Develop wireframes, system architecture, and a feature prioritization plan with feedback from stakeholders; deliverable is a detailed design document and Figma mockups.
4. Prototype / Build
30 marks 35d
Implement the core advisor app with bill analysis, tailored tips, and multilingual UX; review via internal demo and user-testing with at least 10 local target users.
5. Pilot & Impact Measurement
25 marks 28d
Deploy prototype in a target community, collect before/after usage data and user feedback, and quantify impact on bill reduction and energy literacy; reviewed via an impact and metrics report.
6. Stakeholder Demo & Pitch
10 marks 17d
Present solution and outcomes to local NGOs, mentors, and sector experts; address feedback and prepare a scale-up plan; reviewed through a live demo and Q&A session.
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Skills you'll learn
Social GoodSocial ImpactSDGSustainable DevelopmentCommunityAffordable Clean EnergySDG 7Energy AccessBehavioural energy analytics and domain researchMobile/web app development for low-resource settingsUX/UI design for non-literate and multilingual usersMachine Learning for pattern detection on small datasetsOpen data integration and API consumptionStakeholder interviewing and co-design with beneficiariesSocial impact measurement and reporting
Tools used
OpenElectriCity APIs (public tariff and billing data)data.gov.in electricity/discom datasetsOpenStreetMap (for locality mapping)TensorFlow Lite or scikit-learn (for basic ML)React Native or Flutter (cross-platform mobile app)Google Translate API (for multilingual support)SurveyCTO or KoboToolbox (for impact surveys)
Prerequisites
Basic programming (Python or JavaScript)Introductory data science or statisticsMobile/web development fundamentalsHuman-centered design or UX basics
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