Risk Assessment web App

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  Risk Assessment Web App

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The 75th Coder's Risk Assessment App was inspired by the need to streamline risk evaluation processes in financial contexts. Combining the power of Snowflake, Streamlit, and Mistral AI, this app enables users to visualize and assess risks efficiently. It showcases how cutting-edge technologies can be integrated to create interactive and insightful tools.

Inspiration

The idea stemmed from a desire to create a user-friendly interface that could democratize risk assessment. By leveraging modern tools, we aimed to build a solution that is both visually appealing and functionally robust. The integration of real-time graphs and manual analysis added an extra layer of customization, making it suitable for diverse use cases.

What We Learned

• How to use Streamlit for creating interactive web applications. • Leveraging Snowflake for data storage and retrieval. • The importance of user-centric design in application development. • Integrating animations and real-time visualizations to enhance user experience.

How We Built the Project

1. Frontend: Built using Streamlit, focusing on simplicity and interactivity.
2. Backend: Data is stored and processed using Snowflake.
3. AI Integration: Initially, Mistral AI was used for analysis, but we later enabled manual risk evaluation with dynamic visualizations.
4. Visualization: Real-time graphs and animations powered by Streamlit ensure users can instantly see the impact of their inputs.

Challenges Faced

• Managing API quotas during development. • Ensuring smooth real-time updates in visualizations. • Designing a cohesive and intuitive user interface under time constraints. • Balancing functionality and aesthetics to deliver a professional-grade application.

Built With

• ai
• mistral
• o-matplotlib
• o-snowflake
• python
• snowflake
• streamlit