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Sustainability Lab

PhD Positions Available: We are actively looking for strong PhD students to work on AI for sustainability. Learn more and apply

Harnessing AI to create a sustainable future where technology serves both people and planet

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๐Ÿ† ACM eEnergy Test-of-Time Award2025 ยท for NILMTK ๐ŸŒŸ ACM SIGEnergy Rising Star2025 ๐Ÿฅˆ BuildSys 2026 Best PaperRunner-Up ยท NILMBench
Our research appears at NeurIPSKDDAAAIIMWUTBuildSysUbiComp
Prof. Nipun Batra Led by Prof. Nipun BatraAssociate Professor, Computer Science, IIT Gandhinagar
Our alumni are at
Cambridge ยท Microsoft Research ยท Google DeepMind ยท CMU ยท Oracle ยท Nykaa

What We Work On

Four research areas where we build AI for real-world sustainability.

๐ŸŒซ๏ธ

Air Quality

Low-cost sensing, satellite AI, and forecasting for cleaner air across cities.

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Health Sensing

Wearables and thermal imaging for respiratory and metabolic health.

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Energy & NILM

Energy disaggregation and smart-grid ML โ€” knowing what draws power, and when.

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Earth Observation

Detecting brick kilns and mapping land use from satellite imagery.

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Featured Research

Cutting-edge projects at the intersection of AI and sustainability

JoulesEye Project

JoulesEye

Revolutionary energy expenditure estimation and respiration sensing from thermal imagery during exercise.

Health Sensing Thermal Imaging AI/ML

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SpiroMask Project

SpiroMask

Smart respiratory monitoring system transforming regular face masks into health sensing devices.

Healthcare IoT Respiratory Health

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I Do Not Know Project

โ€œI do not knowโ€

Quantifying Uncertainty in Neural Network Based Approaches for Non-Intrusive Load Monitoring

NILM Machine Learning Uncertainty

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SentinelKilnDB Project

SentinelKilnDB

A Large-Scale Dataset and Benchmark for OBB Brick Kiln Detection in South Asia Using Satellite Imagery.

Computer Vision Earth Observation

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Space to Policy Project

Space to Policy

Using satellite imagery and AI to monitor environmental compliance and inform policy decisions.

Satellite Data Policy Environmental

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VayuBuddy Project

VayuBuddy

An LLM-powered chatbot system to reduce the barrier between the stakeholders and air quality sensor data

Air Quality Data Policy Environmental

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Samachar Project

Samachar

Print News Media on Air Pollution in India - analyzing how air quality is covered in Indian print media.

Air Quality NLP Policy

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Gaussian Processes Project

Accurate and Scalable Gaussian Processes

Machine learning approach for fine-grained air quality inference using Gaussian processes at scale.

Air Quality Machine Learning Gaussian Processes

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NILMTK Project

NILMTK

An Open Source Toolkit for Non-intrusive Load Monitoring - pioneering framework for energy disaggregation research.

NILM Toolkit Open Source

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AirDelhi Project

AirDelhi

A fine-grained air quality dataset from mobile sensors on Delhi buses, enabling better pollution monitoring.

Air Quality Data Policy Environmental

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Funding Partners

Google

Cisco

NVIDIA

Microsoft

SERB

MOES

DST

STARS

Government of Gujarat Science

CoE in AI (MHRD)

Gujarat Forest Department

Jio

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Join Our Mission

Embark on a journey to drive innovation in sustainability through cutting-edge AI research.

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Ready to make an impact?

ยฉ 2026 Sustainability Lab, IIT Gandhinagar

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