The year is 2023. 📉
A single tweet.
A trending hashtag. A mobile banking app.
In hours, $42 BILLION evaporated.
Not because the bank was broke but because panic spread faster than data.
Risk managers? They were staring at static Excel sheets. In the age of AI.
We decided that had to change.
Introducing LiquiShield.
Think of it as a "Defibrillator for Global Banks" an AI-powered mission control that predicts financial panic before it hits the news cycle.
Here is how we hacked the future of finance:
-> The "Panic Pulse" – We trained an NLP model to read the mood of macroeconomic headlines. Fear has a frequency, and we learned to measure it in real-time.
-> The Crystal Ball – Using Facebook Prophet, we built a simulator that lets you slide a "Severity" bar and instantly watch a 30-day cash depletion forecast unfold. No more guesswork. Just cold, hard predictions.
-> The Infinity Gauntlet – We strapped it all onto Amazon Aurora PostgreSQL Serverless. When crisis hits, the system doesn't break a sweat it instantly scales to process thousands of data points simultaneously.
Building this with my incredible teammates Moli Maheshwari and Girija was an absolute rollercoaster.
From 2 AM error messages that made no sense, to deployment fails that almost broke us we fought through the chaos, fueled by coffee and pure stubbornness. And guess what? We pulled it off.
This was an honor to build for the H0 Hackathon by Vercel and Amazon Web Services (AWS) !
See the Madness for Yourself:
📂 Code: https://lnkd.in/dzj26Qk6
🎥 Demo: https://lnkd.in/d4QuwsvH
🌐 Live Site: https://lnkd.in/drs_bBX3
If you work in FinTech or Risk Management let’s connect. The future of banking can't afford spreadsheets.
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