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## Project Overview Developed and maintained a **real-time Money Movement Transaction Fraud Detection platform** designed to monitor financial transactions, identify potentially suspicious activity, and trigger fraud alerts based on configurable business rules and transaction patterns. The platform follows a **microservices and event-driven architecture**, using Java, Spring Boot, and Apache Kafka to process transaction events reliably and at scale. ## Key Responsibilities * Developed scalable backend services using **Java and Spring Boot**. * Designed and implemented **REST APIs** for transaction processing and service-to-service communication. * Implemented **Apache Kafka** for real-time transaction event publishing and consumption. * Developed transaction validation and fraud detection business logic based on configurable rules and transaction attributes. * Processed high-volume transaction events asynchronously using Kafka consumers. * Implemented communication between multiple microservices using REST APIs and event-driven messaging. * Integrated backend services with relational databases using **Spring Data JPA / Hibernate**. * Implemented exception handling, validation, logging, and error-management mechanisms. * Designed services to support reliable transaction processing and minimize duplicate event processing. * Implemented transaction status tracking and processing workflows. * Worked on fraud-alert generation when transactions matched predefined suspicious patterns or rules. * Developed unit tests using **JUnit and Mockito**. * Debugged production issues, analyzed logs, and performed root-cause analysis. * Improved application performance, reliability, and scalability. * Used **Git** for source-code management and followed standard Agile development practices. ## Technology Stack **Backend** * Java 8/11/17+ * Spring Boot * Spring MVC * Spring Data JPA * Hibernate * REST APIs **Messaging & Event Processing** * Apache Kafka * Kafka Producers * Kafka Consumers * Event-driven architecture **Architecture** * Microservices * RESTful services * Asynchronous processing * Event-driven communication **Database** * SQL / Relational Database * JPA / Hibernate **Testing** * JUnit * Mockito * Unit Testing * Integration Testing **Development Tools** * Git * Maven * IntelliJ IDEA / Eclipse * Postman * Docker (where applicable) ## High-Level Transaction Flow **Transaction Initiated → Transaction Service → Kafka Event → Fraud Detection Service → Rule Validation → Risk/Fraud Decision → Alert/Transaction Status** When a money movement transaction is initiated, the transaction service validates the request and publishes the transaction event to Kafka. The fraud detection service consumes the event and evaluates the transaction against configured detection rules and relevant transaction attributes. Depending on the evaluation result, the system can identify suspicious transactions, generate an alert, and update the transaction processing status for downstream services. ## My Contribution I worked primarily on the **backend development and transaction-processing components**, including microservice development, REST API implementation, Kafka producer/consumer development, business-rule implementation, database integration, exception handling, testing, debugging, and production issue resolution. I also collaborated with other developers and teams to understand business requirements, design technical solutions, implement features, and troubleshoot issues across distributed services. ## Key Features * Real-time transaction event processing * Fraud/suspicious transaction detection * Kafka-based asynchronous communication * Microservices-based architecture * Transaction validation * Configurable business rules * Fraud alert generation * Transaction status management * Exception and failure handling * Database persistence * Scalable and reliable event processing * Comprehensive unit testing * Production troubleshooting and monitoring ## Project Highlights The project provided hands-on experience with **real-time financial transaction processing, distributed systems, event-driven architecture, and microservices**. Working with Kafka and Spring Boot helped build reliable asynchronous workflows capable of handling transaction events across multiple backend services. The architecture was designed with scalability, reliability, maintainability, and fault tolerance in mind, which are important requirements for financial transaction-processing systems.
Project ID: 40736723
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35 freelancers are bidding on average ₹306 INR/hour for this job

Hello, I can help you with "Money Movement Transaction Fraud Detection" as per your given project description. We can discuss more in detail during a chat conversation when you are available. I've worked on many PHP projects in recent times. So I am confident on achieving your expected Goals. Please initiate a communication thread to discuss further and start with the project. ⭐ 5.0/5 from a recent client: "Good work delievered thank you for your patience" Final timeline and cost will be confirmed in chat after a complete understanding and documentation of the project expectations in detail.
₹240 INR in 1 day
6.6
6.6

With more than 11+ years of experience as a developer, I have primarily focused my expertise on the backend and transaction-processing aspects of web services, using technologies such as Java, Spring Boot, and Apache Kafka. My skills align directly with the project requirements you stated: designing microservices-based architecture, implementing Kafka-streaming for real-time event processing, developing REST APIs for seamless service-to-service data exchange and more. Furthermore, my experience with **fraud detection** systems adds an exceptional value to this project. I have developed a platform precisely dedicated to monitoring financial transactions like yours. Moreover, my understanding of how these transactions move along the money chain helps me optimize workflow, minimize duplicate processing and secure all operation with tailored **exception handling**. I am also no stranger to the development tools you mentioned such as Git, Maven, Postman. These tools will enable me to work in an **Agile manner**, ensuring that all your specifications are met in a timely manner. Don't just take my word on it; let me bring my broad-ranging skills in Java * Backend * Fraud Detection Systems * High Throughput Data Streams Processing to deploy a powerful and reliable Money Movement Transaction Fraud Detection platform for you motivated by nothing short of meeting your unique needs at every step!
₹250 INR in 40 days
4.7
4.7

Hi I have relevant experience in java tech for 8 years in Fintech. I have also build a fraud detection system over huge TPS. Let's discuss the project in more detail. Best
₹250 INR in 40 days
4.3
4.3

Hello Versatile Senior Software Engineer with 13 years of experience building and deploying production-grade web, enterprise, mobile, and AI-driven applications. Strong hands-on experience in WordPress Custom Plugin Development, Laravel, PHP, PostgreSQL, React JS, Python, FastAPI, Kotlin, Docker, AWS, and DigitalOcean. Strong background in REST APIs, third-party API integrations, webhooks, payment gateways, database-driven applications, real-time processing, Docker-based deployment, Nginx, CI/CD pipelines, containerized application deployment, cloud infrastructure, reverse proxy configuration, application monitoring, and production environments, with a growing focus on Kubernetes and cloud-native DevOps practices.
₹250 INR in 40 days
3.6
3.6

Hi, I’m a Java backend developer with 6+ years of experience in Spring Boot, microservices, Kafka, REST APIs, and transaction-processing systems. ✅ Real-time Kafka event processing & consumers/producers ✅ Fraud/business-rule validation and transaction workflows ✅ REST APIs, JPA/Hibernate & SQL databases ✅ JUnit/Mockito, debugging and production issue resolution ✅ Scalable, reliable and maintainable microservices Please check my profile for relevant Java, Spring Boot, Kafka and microservices projects. Best regards, Abhay Kumar
₹400 INR in 40 days
3.7
3.7

Hi, I am Muheebwa. I understand you need a Java and Spring Boot engineer for a real time money movement fraud detection platform, covering Kafka based event processing, REST APIs between microservices, configurable rule based detection, transaction status tracking, fraud alert generation, JPA and Hibernate persistence, exception handling and logging, JUnit and Mockito testing, and production debugging in an Agile setup. My approach would be to work within your existing microservice architecture, review the Kafka topics and consumer groups, make the fraud service idempotent with a transaction key and processed marker, move rules into a configurable store with hot reload, tighten the status workflow so one service owns each transition, and add unit and integration tests with JUnit and Mockito, plus logging and monitoring for production issues. I can share comparable Spring Boot and Kafka work. Is the platform already in production, and are the rules currently hardcoded or stored in a config table? Looking forward to hearing from you.
₹1,000 INR in 40 days
2.2
2.2

Hello, I understand you need a developer for a real-time Money Movement Transaction Fraud Detection platform using Java, Spring Boot, Kafka, microservices, REST APIs, and Hibernate. Here’s what I can provide: Develop scalable Spring Boot microservices with REST APIs and clean service-to-service communication. Implement Kafka producers/consumers for reliable asynchronous transaction-event processing, validation, and workflow handling. Handle JPA/Hibernate database integration, exception handling, logging, unit testing with JUnit/Mockito, and production debugging. I bring 4+ years of full-stack development experience with backend/API development, SQL, JavaScript, Python, REST APIs, databases, AWS, and Docker. I understand microservice-based systems, transactional workflows, authentication, and scalable backend architecture, and can work within Agile/Git-based development practices. Just to clarify a few things: Is the existing Kafka/Spring Boot infrastructure already available? Which microservice or transaction-processing component would I be responsible for initially? Please come to the chat box to discuss more about your project. Best regards Indresh Kushwaha
₹250 INR in 40 days
1.8
1.8

Hi, I’m interested in working on your Money Movement Transaction Fraud Detection project. This is my second freelance project, and customer satisfaction is always my first priority. I have strong hands-on experience with Java, Spring Boot, Kafka, REST APIs, microservices, and real-time event processing. In my previous projects, I worked on fraud and suspicious-activity detection systems, implementing event-based, sequential, and velocity rules, anomaly detection, device fingerprinting, Kafka processing, and database integration. For your project, I can help with Java/Spring Boot development, Kafka producers and consumers, transaction validation, fraud-rule implementation, REST APIs, database integration, error handling, testing, debugging, and performance improvements. I understand that financial transaction systems require reliability, scalability, and careful transaction processing. My previous experience in fraud detection and high-volume event processing will help me understand your requirements quickly. I’m committed to delivering clean, reliable work, communicating clearly, and making sure the final result meets your expectations. I’d be happy to discuss your requirements and get started. Thanks for considering my proposal!
₹150 INR in 40 days
0.6
0.6

Hello, I’m a Java/Spring Boot Developer with 5+ years of backend development experience, and your real-time transaction-processing architecture aligns well with my experience building scalable microservices and event-driven systems. I can work on Spring Boot microservices, REST APIs, Spring Data JPA/Hibernate and relational database integration, with clean validation, exception handling, logging and transaction-status workflows. I’m also comfortable with Apache Kafka producers/consumers for asynchronous event processing and designing reliable flows that reduce duplicate processing. For the fraud-detection workflow, I can implement configurable business rules around transaction attributes, process Kafka events efficiently, generate fraud alerts and maintain accurate transaction states across distributed services. I’ll also cover unit/integration testing with JUnit and Mockito and use Postman for API validation. I’m comfortable working with Git, Maven, Agile workflows and production troubleshooting, including log analysis and root-cause investigation. Relevant Java/Kafka/microservices examples can be shared where applicable. Best Regards, Shailender
₹200 INR in 48 days
0.4
0.4

Hi , EXPERT IN ((Java, Agile Development, J2EE, Spring Boot, Microservices, JUnit, Apache Kafka, MySQL, Hibernate and JSP)) I can help you with this project and deliver a professional, secure, and reliable solution tailored to your requirements. I have hands-on experience across **cybersecurity, ethical security testing, penetration testing, software development, Python, PHP, JavaScript, APIs, cloud systems, databases, web/mobile development, blockchain, and system security**. I focus on: • Understanding the exact requirement before starting • Building secure and efficient solutions • Clear communication and regular progress updates • Testing and troubleshooting thoroughly • Delivering clean, professional, and well-documented work I’m ready to start immediately and can work according to your preferred requirements and timeline. **Send me the project details, and I’ll explain exactly how I can approach it.** Looking forward to working with you.
₹1,916 INR in 18 days
0.0
0.0

Hi there, Imagine a bustling financial hub where every transaction matters. That’s where I thrive. With extensive experience in developing scalable backend services using Java and Spring Boot, I know how to create robust solutions that keep fraud at bay. I noticed you’re looking for a real-time Money Movement Transaction Fraud Detection platform. I’m excited about building clean, professional, and user-friendly systems that can seamlessly integrate with microservices and apply automated fraud detection rules. I specialize in developing REST APIs and leveraging Apache Kafka for real-time processing. My commitment to speedy communication and fast turnaround means you’ll have a reliable partner throughout the project. Let me know if you are available for a quick chat! Regards, Wonita
₹150 INR in 7 days
0.0
0.0

With a 5+ year career specializing in Full-Stack & App Development, my knowledge of Java, Spring Boot and REST APIs aligns perfectly with your project needs. My experience in microservices and event-driven architecture, especially utilizing Apache Kafka for scalable real-time transactions, positions me a cut above other candidates. I have designed and developed REST APIs for transaction processing and service-to-service communication similar to yours and have integrated backend services effectively using Spring Data JPA / Hibernate to ensure seamless workflows. My contributions extend beyond just development. Throughout my career, I have adhered to standard Agile practices, used effective source-code management with Git, and consistently delivered clean, maintainable code that boosts the application's performance, reliability, and scalability. Additionally, I value efficient processes that minimize duplicate event processing and ensure reliable transaction processing--a crucial element for transaction fraud detection systems like this.
₹250 INR in 40 days
0.0
0.0

Hi, I’m a backend-focused Software Developer with hands-on experience building production backend systems using Java, Spring Boot, REST APIs, microservices, MySQL, and Elasticsearch/OpenSearch. I’ve worked on backend architecture, service-to-service communication, database design, validation, exception handling, logging, and troubleshooting production issues. Your fraud-detection platform particularly interests me because it involves real-time transaction processing, configurable business rules, reliable event processing, and scalable microservices. I can contribute to the backend implementation, including transaction APIs, validation/fraud-rule logic, database integration, error handling, logging, and reliable transaction-status processing. While Kafka is not my primary technology, I understand the requirements of event-driven backend systems and can quickly work with the Kafka producer/consumer side required for this project. I focus on writing clean, maintainable, production-ready code and would be happy to first understand your existing architecture and transaction flow before implementing the required changes. I’m available to start and can commit up to 40 hours/week. Regards, Shivcharan Jalendra
₹350 INR in 40 days
0.0
0.0

8 years of backend development experience of scalable application Technologies mentioned are hands on for me
₹250 INR in 40 days
0.0
0.0

Hi, I’m a Java backend developer experienced with Spring Boot, REST APIs, PostgreSQL, Apache Kafka, Redis, Docker, and JWT/Spring Security. I’m particularly interested in this project because it involves event-driven architecture, asynchronous processing, and real-time transaction workflows. I have hands-on experience building backend systems with Spring Boot and Kafka, including developing REST APIs, integrating PostgreSQL using JPA/Hibernate, implementing authentication, handling asynchronous events, and working with Docker-based environments. For this project, I can contribute to: Developing and maintaining Spring Boot microservices Building REST APIs and service-to-service communication Implementing Kafka producers and consumers Developing transaction validation and business rules Database integration using Spring Data JPA/Hibernate Exception handling, logging, and reliable event processing Writing unit tests with JUnit/Mockito Debugging and troubleshooting backend issues I’m comfortable working with existing codebases, understanding business requirements, and implementing features while keeping the code maintainable and scalable. I’d be glad to discuss the current architecture and the specific components you need help with.
₹250 INR in 40 days
0.0
0.0

We recently completed a project focused on real-time fraud detection for financial transactions and can seamlessly deliver your Money Movement Transaction Fraud Detection platform. Leveraging Java, Spring Boot, and Apache Kafka, we built a robust system that monitored transactions and generated alerts based on configurable business rules. My expertise lies in developing scalable backend services, implementing REST APIs, and integrating microservices architecture. I have hands-on experience with asynchronous processing using Kafka and database integration through Spring Data JPA, ensuring reliable transaction validation and fraud detection. Will your existing transaction services integrate with the new fraud detection system, or will it require a standalone implementation? Additionally, do you have specific transaction patterns or rules in mind that need to be prioritized? I would like to discuss your project in further detail. Best Regards, Charl
₹300 INR in 7 days
0.0
0.0

Hi, I can develop and enhance your real-time Money Movement/Fraud Detection platform using Java, Spring Boot, Microservices, and Apache Kafka. I have strong experience with event-driven systems, REST APIs, Kafka producers/consumers, transaction workflows, and relational database integration. I’ll focus on reliable transaction processing, asynchronous Kafka-based communication, configurable fraud/business rules, transaction status management, duplicate-event prevention, exception handling, and fraud-alert workflows. I can also handle JPA/Hibernate integration, unit/integration testing with JUnit and Mockito, debugging, performance improvements, and production issue resolution. The implementation will follow clean microservice and event-driven architecture principles, with attention to scalability, fault tolerance, observability, and maintainability. Estimated Timeline: 10–14 working days Fixed Budget: $1,200 USD I can start immediately and provide clean, tested, production-ready implementation along with proper API and deployment documentation.
₹250 INR in 40 days
0.0
0.0

I recently completed a project focused on building a real-time Money Movement Transaction Fraud Detection platform, which aligns perfectly with your needs. This involved implementing scalable backend services using Java and Spring Boot, ensuring robust transaction validation and fraud detection mechanisms. My expertise in microservices architecture and event-driven systems, particularly with Apache Kafka, equips me to develop the necessary REST APIs and ensure seamless communication between services. I have a proven track record of processing high-volume transaction events asynchronously, optimizing performance, and integrating with relational databases using Spring Data JPA. I would appreciate the opportunity to discuss your project in further detail. Best Regards, Myron.
₹200 INR in 7 days
0.0
0.0

With a strong focus on backend development and transaction-processing components, I'm confident that my comprehensive skills in Java, Spring Boot, Kafka, and AWS – aligned perfectly with the requirements of your project. Having an extensive experience in designing REST APIs, developing microservices frameworks and integrating event-driven systems using Kafka, I understand how crucial it is to ensure reliable and real-time transaction monitoring - exactly what your project demands. I've been consistently recognized for my efficient problem-solving skills and my capability in handling high-volume transaction events - skills that will be immensely valuable in processing the complex flow of your project's requirements. With my expertise in JUnit and Mockito, I can guarantee foolproof unit testing to improve performance, reliability, and scalability. Additionally, I am experienced in debugging production issues and performing root-cause analysis should they arise. I prioritize writing clean code that prioritizes maintainability and productivity. Moreover, I have a strong adaptability for comprehending the specific needs of clients; this allows me to align the technical solution completely with your business requirements. To summarize, by choosing me for this project, you'll be tapping into a proven knack for back-end development strategy that has been sharpened across numerous similar projects carried out successfully with satisfaction
₹100 INR in 40 days
0.0
0.0

Hi, I've reviewed your Money Movement Fraud Detection requirements. Your stack (Java, Spring Boot, Kafka, JPA/Hibernate, MySQL, microservices) is exactly what I work with as a Java backend developer. My approach: - Transaction Service: Spring Boot REST APIs to validate, persist (JPA/Hibernate) and publish transaction events to Kafka. - Fraud Detection Service: Kafka consumers check each transaction against configurable DB-driven rules (amount limits, velocity, new payee, blacklists), so rules change without redeploying. - Reliability: idempotent processing by transaction ID, manual offset commits, retry and dead-letter topics, so no lost or duplicate transactions. - Alerts and status: APPROVED / REVIEW / BLOCKED decisions, fraud alerts and status updates for downstream services. - Quality: validation, global exception handling, logging, JUnit/Mockito unit tests and Kafka integration tests. Maven, Docker, Git. I'm also experienced in production debugging, log analysis, root-cause analysis and performance tuning, and I follow Agile with regular updates. I can start immediately. Happy to discuss your architecture and fraud rules. Thanks, Venkatesh
₹250 INR in 40 days
0.0
0.0

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