silent-transactions

byDarshan Daivadnya

PROBLEM STATEMENT (Simple Explanation) 👉 In today’s world, people make many daily transactions (food, travel, bills, shopping). But the problem is: ❌ Issues: People don’t track where money goes Bank statements are complex and messy No clear idea of: How much spent on food 🍔 How much on travel 🚗 No alerts for: Overspending Unusual transactions 🚨 No insights or suggestions to save money 👉 So users lack financial awareness & control 💡 🚀 YOUR SOLUTION 👉 Your project solves this by building a: 🧠 AI-Powered Personal Finance Analyzer 🔥 HOW YOUR SYSTEM SOLVES IT 1️⃣ 📥 Import Financial Data User uploads CSV (bank/expenses data) 2️⃣ 🧠 Smart Categorization Reads description Automatically classifies into: Food 🍔 Travel 🚗 Bills 🧾 Others 👉 No manual work needed 3️⃣ 🚨 Anomaly Detection Detects: Unusual high spending Example: ₹8000 flight → flagged 🚨 4️⃣ 📊 Data Visualization Converts raw data into: Pie chart (category %) Line chart (trend) 👉 Easy to understand 5️⃣ 💰 Budget Tracking User sets budget System shows: “Budget exceeded ⚠️” 6️⃣ 🧠 Smart Insights Example: “You spent 40% on Food” “Reduce online shopping” 7️⃣ 📍 Location-Based Insights Detects source: Swiggy → Restaurant Uber → Transport