Ecostrategix.AI
AI-powered climate insights and adaptive strategies for a sustainable future. Our project predicts climate change factors like temperature, precipitation, and water shortages for regions like Delhi.
Created on 15th September 2024
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Ecostrategix.AI
AI-powered climate insights and adaptive strategies for a sustainable future. Our project predicts climate change factors like temperature, precipitation, and water shortages for regions like Delhi.
The problem Ecostrategix.AI solves
1)Accurate Climate Forecasts: Provides detailed temperature, precipitation, and water shortage predictions for regions like Delhi.
2)AI-driven Adaptation Strategies: Offers actionable strategies to tackle climate change, generated by LLaMA 3.1 based on prediction data.
3)Data-driven Decision Making: Helps policymakers, urban planners, and environmental agencies make informed decisions.
4)Proactive Resource Management: Aids in managing water and energy resources effectively by predicting shortages and surpluses.
5)User-friendly Interface: Simplifies complex climate data and strategies into an accessible, easy-to-use platform for all users.
6)Time-efficient: Automates the process of generating strategies, saving time in research and decision-making.
Challenges we ran into
One significant hurdle was ensuring the accuracy of climate predictions using historical data, which varied in quality and formatting. Handling missing data and aligning the dataset for predictions required significant preprocessing efforts. Additionally, integrating the LLaMA 3.1 generative AI to create adaptive strategies was challenging due to performance bottlenecks. We overcame this by optimizing data processing, improving model efficiency, and streamlining the workflow in our Streamlit frontend for a smoother user experience.
Tracks Applied (1)
GaiaNet
Hackquest