A machine learning project to detect credit card fraud using the Kaggle Credit Card Fraud Detection dataset. Implements data analysis, modeling, and ethical considerations.

End-to-end Microsoft Agent Framework demo for insurance claims processing and fraud detection.

FraudGuard - Browser Extension

Real Time Health Insurance Claims Fraud Detection

FraudGuard backend service for the browser extension

A Financial Analysis and Fraud Detection Tool

This system utilizes Optical Character Recognition (OCR) extracts text, while computer vision techniques map document layout. Then, SIFT (Scale-Invariant Feature Transform) cleverly matches documents to pre-defined templates, even with variations. This intelligent matching helps identify potential fraud for further investigation.

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ClaimGuard is a smart system designed to help medical billing companies and hospitals ensure the integrity of their healthcare claims and prevent denials. Think of it as a sophisticated tool that analyzes claim data to predict whether an insurance company is likely to reject a claim before it's even submitted.

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Designed and developed a responsive Fraud Detection project website using Data Science

FraudGuard is a fraud detection system crafted in Jupyter Notebook. Harnessing machine learning, it identifies and prevents deceptive activities. Ideal for enhancing security in financial transactions and online platforms. Build a safer digital environment with FraudGuard!

Proactive AI Agent System for Telecommunications Fraud Prevention

"CreditGuard: Detecting Credit Card Fraud with Clustering & Classification - Analyzing European bank data to enhance security."

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FraudGuard Pro is an advanced AI-powered web application designed to detect fraudulent transactions in real-time using multiple machine learning models. This application provides financial institutions and payment processors with a powerful tool to identify and prevent fraudulent activities.

COD Guard is a smart fraud-prevention system for COD orders. It detects risky customers using behavior, location checks, and history before shipping, helping sellers reduce RTO losses, save costs, and deliver only to genuine buyers.

FraudGuard: Financial Fraud Detection System

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FraudGuard Analytics is a school project-learning based which build an ML-powered fraud detection system that analyzes transaction data, handles class imbalance, and predicts suspicious activity using optimized classification models and risk-based evaluation metrics.

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Fraud Guard AI - Fintech B2B SAAS App

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Real-time payment fraud detection system using Kafka, Spark Structured Streaming, and XGBoost. Processes streaming transactions, performs online feature engineering, and serves low-latency fraud risk scores via FastAPI with full monitoring and production-ready architecture.