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    Home»Machine Learning»Introducing My New App: Real-Time Investment Risk Analyzer | by Aniket Biswal | Feb, 2025
    Machine Learning

    Introducing My New App: Real-Time Investment Risk Analyzer | by Aniket Biswal | Feb, 2025

    Team_AIBS NewsBy Team_AIBS NewsFebruary 23, 2025No Comments2 Mins Read
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    Hey everybody! πŸ‘‹

    I’m tremendous excited to share a challenge I lately constructed and deployed on Railway β€” an app that analyzes the real-time dangers related along with your funding portfolio. In case you’re like me and all the time wish to know what dangers

    πŸ’‘ What Does It Do?
    Merely put, this app provides you a dwell danger evaluation based mostly in your present portfolio. Right here’s the way it works:

    1️⃣ Reside Portfolio Replace: It fetches your newest funding knowledge from an Excel file.
    2️⃣ Knowledge Refresh: With a single POST request, it updates the database with essentially the most present knowledge.
    3️⃣ Threat Evaluation: The app then analyzes shares, scours the online for the newest market sentiments, and presents potential dangers associated to your investments.

    The very best half? ⚑ It’s hosted on Railway, so it runs easily within the cloud β€” no native setup wanted!

    πŸ” Why I Constructed This
    Investing could be tough. Markets fluctuate, and dangers are sometimes arduous to trace in actual time. I needed a device that would:

    – Repeatedly monitor portfolio dangers 🧐
    – Present real-time, data-backed insights πŸ“ˆ
    – Be light-weight, scalable, and simple to make use of 🌐

    βš™οΈ How It Works (Simplified Movement)

    1️⃣ You present a dwell Excel portfolio with investments and values.
    2️⃣ The app updates its database through a POST refresh request.
    3️⃣ It retrieves your investments and makes use of AI-powered evaluation (with just a little assist from ChatGPT πŸ˜‰) to present you detailed danger insights, pulling from the newest market knowledge.

    ✨ Key Options:
    βœ… Actual-time portfolio updates
    βœ… Market danger evaluation based mostly on dwell knowledge
    βœ… Deployed seamlessly on Railway with Docker
    βœ… Accessible through easy API endpoints

    πŸ’¬ Would love to listen to your ideas!
    Have suggestions? Received concepts for enchancment? Or simply curious in regards to the tech stack? Drop a remark or attain out!

    πŸ‘‰ Observe me for extra cool initiatives like this. Till subsequent time,
    Completely happy investing! πŸš€πŸ“ˆ



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