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💳 AI-Powered Financial Fraud Detection & Risk Intelligence Platform 🚀
Excited to share my latest Machine Learning project, designed to identify potentially fraudulent financial transactions in real time and help strengthen digital payment security.
This system analyzes transaction patterns and evaluates risk factors such as transaction amount, merchant category, location mismatch, device trust score, transaction velocity, and more to classify transactions as Fraudulent or Legitimate.
🔹 Real-Time Fraud Detection
🔹 Machine Learning-Based Prediction
🔹 Risk Probability Scoring
🔹 Interactive Dashboard & Visualizations
🔹 Data-Driven Decision Making
🔹 Streamlit Web Application
Technologies Used:
🐍 Python
📊 Pandas & NumPy
🤖 Scikit-learn (Machine Learning)
🌲 Random Forest Classifier
📈 Plotly (Interactive Visualizations)
🎨 Streamlit (Web Dashboard)
💾 Pickle (Model Deployment)
This project enhanced my understanding of machine learning workflows, fraud analytics, data preprocessing, model deployment, and interactive dashboard development.
hashtag#ArtificialIntelligence hashtag#MachineLearning hashtag#DataScience hashtag#FraudDetection hashtag#Python hashtag#Streamlit hashtag#ScikitLearn hashtag#FinancialTechnology hashtag#Analytics hashtag#AIProjects hashtag#PortfolioProject
The network for creativity
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Creatives on Contra have earned over $150M and we are just getting started
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🦈 Shark Tank Startup Intelligence Dashboard
Description
The Shark Tank Startup Intelligence Dashboard is an executive-level Business Intelligence solution designed to help investors, venture capital firms, startup founders, and business consultants evaluate startup performance through data-driven insights. It provides a centralized view of key startup metrics, enabling smarter investment decisions and business growth analysis.
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The Shark Tank Startup Intelligence Dashboard is built for investors, venture capital firms, accelerators, incubators, startup founders, and business advisors who need a clear and reliable view of startup performance. By combining financial metrics, growth indicators, and investment insights into one interactive dashboard, it helps evaluate opportunities, monitor funding progress, reduce investment risk, and support confident, data-driven business decisions. Each dashboard can be fully customized to match your organization's investment strategy and reporting requirements.
