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I'm a software engineer with 3+ years of experience designing and building scalable backend systems and AI-enabled applications. I work across Java, Python, Spring Boot, Node.js, and microservices architectures to deliver reliable, secure, and performant solutions. I have hands-on experience with Kafka, PostgreSQL, MongoDB, and cloud-native tooling, and I enjoy integrating ML models and LLM-powered capabilities to automate complex workflows and detect fraud in production environments.…I'm a software engineer with 3+ years of experience designing and building scalable backend systems and AI-enabled applications. I work across Java, Python, Spring Boot, Node.js, and microservices architectures to deliver reliable, secure, and performant solutions. I have hands-on experience with Kafka, PostgreSQL, MongoDB, and cloud-native tooling, and I enjoy integrating ML models and LLM-powered capabilities to automate complex workflows and detect fraud in production environments.

Lakshmi Kavya Mandadapu

Back-End Developer, Full Stack Developer, Web Developer, +2

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I'm a software engineer with 3+ years of experience designing and building scalable backend systems and AI-enabled applications. I work across Java, Python, Spring Boot, Node.js, and microservices architectures to deliver reliable, secure, and performant solutions. I have hands-on experience with Kafka, PostgreSQL, MongoDB, and cloud-native tooling, and I enjoy integrating ML models and LLM-powered capabilities to automate complex workflows and detect fraud in production environments.…I'm a software engineer with 3+ years of experience designing and building scalable backend systems and AI-enabled applications. I work across Java, Python, Spring Boot, Node.js, and microservices architectures to deliver reliable, secure, and performant solutions. I have hands-on experience with Kafka, PostgreSQL, MongoDB, and cloud-native tooling, and I enjoy integrating ML models and LLM-powered capabilities to automate complex workflows and detect fraud in production environments.

Available to hire

I’m a software engineer with 3+ years of experience designing and building scalable backend systems and AI-enabled applications. I work across Java, Python, Spring Boot, Node.js, and microservices architectures to deliver reliable, secure, and performant solutions.

I have hands-on experience with Kafka, PostgreSQL, MongoDB, and cloud-native tooling, and I enjoy integrating ML models and LLM-powered capabilities to automate complex workflows and detect fraud in production environments.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Language

Javanese

Advanced

Work Experience

Software Engineer at JPMorgan Chase & Co. (JPMC)

August 1, 2024 - Present

Developed backend components for the AI Fraud Investigation Agent initiative that analyze suspicious financial transactions and automatically collect related account activity to assist fraud analysts during investigations. Designed and implemented secure RESTful microservices using Java and Spring Boot to enable integration between transaction processing systems and fraud analysis workflows. Optimized transaction data processing pipelines using Kafka streaming and PostgreSQL, improving fraud signal retrieval efficiency by 30%. Integrated machine learning inference services built with Python and Scikit-learn to support anomaly detection and transaction risk scoring within fraud investigation workflows. Engineered asynchronous event-driven communication using Apache Kafka, ensuring reliable delivery of fraud alerts across distributed banking services. Monitored system performance and operational health using ElasticSearch and Kibana dashboards. Automated build, test, and deployment pipel

Software Engineer at Trigent

November 1, 2020 - July 1, 2022

Contributed to the Intelligent Process Automation Platform by developing backend services that integrated rule-based logic with early-stage machine learning models to streamline enterprise business workflows. Implemented RESTful microservices using Node.js and Express.js, enabling modular service communication and supporting scalable application growth. Built responsive user interfaces with Angular, HTML5, and CSS3, translating requirements into data-driven front-end experiences. Engineered relational and NoSQL data models using MySQL and MongoDB, optimizing query performance and improving data retrieval efficiency by 35%. Automated CI pipelines and Git-based releases, reducing manual release effort by 40%. Wrote unit and integration tests with Jest and Mocha to validate stability across environments. Collaborated with analysts and QA in Agile sprints and implemented RBAC-based secure API patterns.