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RiskRadar-Business Risk and Opportunity Analyzer

Streamlit
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Created by team hackercat on May 01, 2025
streamlitGroqLlama 3

RiskRadar is a cutting-edge application designed for business professionals, startups, and investors. It leverages real-time news sources to identify potential business risks and opportunities, with a focus on topics such as natural disasters, market trends, and economic shifts. Powered by Groq LLaMA3-70B, SerpAPI, and Plotly, this tool provides accurate risk analysis and strategic insights through advanced natural language processing (NLP) models. It also offers location-based risk mapping and visualizations for easy decision-making. The app provides actionable insights by analyzing news headlines and offering strategies for capitalizing on market shifts. With the integration of SerpAPI, it fetches the latest real-time news, and with Groq's AI capabilities, it generates analysis and predictions on potential risks and opportunities for businesses in real time.

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"Solid idea in a relevant space, but technical reliability issues (e.g. inaccurate risk locations) limit usefulness and trust. Presentation and business framing are clear, though originality and technical depth are moderate. Future work should focus on improving accuracy and making insights actionable and reliable. I like the project in general and the dashboard idea, it just most probably needs some more explicitly trained models for some of the tasks (e.g. sentiment analysis models can be fine tuned within a few hours,...). Keep it going!"

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Johannes Herter

Research Fellow