I am a software engineer and AI developer with over four years of experience, specializing in Generative AI and full-stack applications. I bridge cutting-edge AI research with robust, production-ready engineering to solve impactful business challenges. My expertise spans PyTorch, Hugging Face Transformers, and cloud platforms like AWS, and I design scalable systems using Spring Boot and React. I have hands-on experience delivering RAG pipelines, PEFT fine-tuning, and multi-agent architectures that improve efficiency, accuracy, and cost in data-sensitive domains.

Suneela Bandi

I am a software engineer and AI developer with over four years of experience, specializing in Generative AI and full-stack applications. I bridge cutting-edge AI research with robust, production-ready engineering to solve impactful business challenges. My expertise spans PyTorch, Hugging Face Transformers, and cloud platforms like AWS, and I design scalable systems using Spring Boot and React. I have hands-on experience delivering RAG pipelines, PEFT fine-tuning, and multi-agent architectures that improve efficiency, accuracy, and cost in data-sensitive domains.

Available to hire

I am a software engineer and AI developer with over four years of experience, specializing in Generative AI and full-stack applications. I bridge cutting-edge AI research with robust, production-ready engineering to solve impactful business challenges.

My expertise spans PyTorch, Hugging Face Transformers, and cloud platforms like AWS, and I design scalable systems using Spring Boot and React. I have hands-on experience delivering RAG pipelines, PEFT fine-tuning, and multi-agent architectures that improve efficiency, accuracy, and cost in data-sensitive domains.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
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Language

English
Fluent

Work Experience

GenAI Developer at Capital One, USA
August 1, 2025 - Present
Designed and deployed Retrieval-Augmented Generation (RAG) systems for proprietary financial data, increasing response accuracy in customer-facing applications. Executed parameter-efficient fine-tuning (PEFT) of foundational LLMs for specialized financial tasks, reducing fine-tuning cycles by 50%. Architected a multi-agent AI framework to automate financial report generation, saving over 15 hours of manual analysis weekly. Integrated multimodal AI models into fraud detection workflows, enhancing analysis of more than 500,000 monthly transactions. Optimized real-time inference for customer AI agents using quantization, achieving a 40% reduction in model latency. Pioneered dynamic prompt engineering to reduce operational costs by 18% while improving output quality. Established governance with automated guardrails to ensure responsible AI and compliance. Translated business requirements into scalable GenAI solutions, collaborating with product and risk teams on prototypes. Implemented com
Java Full Stack Developer at Hexaware Technology, India
January 1, 2020 - November 1, 2023
Worked in a Waterfall environment across the SDLC. Developed core components using Spring Boot, Spring IOC, Spring AOP, Spring Annotations, Spring Cloud, with persistence via Hibernate/JPA and RESTful web services. Built an SEO-optimized, high-performance frontend using React.js (Next.js 14), Redux Toolkit, TypeScript, and Tailwind CSS, boosting engagement and Core Web Vitals. Debugged Kubernetes-based deployments and rectified defects to improve performance. Created RESTful services with Node.js & Express.js, integrating Mongoose for MongoDB. Developed SPAs with AngularJS, and delivered enterprise modules for e-commerce, billing, and CRM using Spring Boot, Angular, and MySQL, enhancing functionality and maintainability.
GenAI Developer at Capital One
August 1, 2025 - Present
Designed and deployed Retrieval-Augmented Generation (RAG) systems for proprietary financial data, increasing response accuracy by 34% in customer-facing applications. Executed parameter-efficient fine-tuning (PEFT) of foundational LLMs for specialized financial tasks, reducing fine-tuning cycles by 50%. Architected a multi-agent AI framework to automate financial report generation, saving over 15 hours of manual analysis weekly. Integrated multimodal AI models into fraud detection workflows, enhancing analysis of more than 500,000 monthly transactions. Optimized real-time inference for customer AI agents using quantization, achieving a 40% reduction in model latency. Built dynamic prompt engineering strategies to reduce operational costs by 18% while improving output quality. Implemented governance framework with automated guardrails to ensure responsible AI and compliance. Translated business requirements into scalable GenAI solutions, collaborating with product and risk teams on pro
Java Full Stack Developer at Hexaware Technology
January 1, 2020 - November 1, 2023
Worked in a Waterfall environment and participated throughout the SDLC. Contributed to core modules for e-commerce, billing, and CRM systems using Spring Boot, Hibernate/JPA, and RESTful Web Services. Built a high-performance frontend with React.js (Next.js 14), Redux Toolkit, TypeScript, and Tailwind CSS, boosting site engagement and Core Web Vitals by 30%. Debugged existing software, improved code performance, and developed RESTful services using Spring Boot and Node.js/Express with PostgreSQL, MySQL, and MongoDB backends, enhancing system functionality and maintainability.

Education

Master in Information Technology at Florida State University
January 11, 2030 - February 16, 2026
Bachelor in Information Technology at Bhoj Reddy Engineering College for Women, Saidabad, Hyderabad, India
January 11, 2030 - February 16, 2026

Qualifications

AWS Certified Solutions Architect - Associate (SAA-C03)
January 11, 2030 - February 16, 2026
AWS Certified Solutions Architect - Associate (SAA-C03)
January 11, 2030 - February 16, 2026

Industry Experience

Software & Internet, Financial Services, Professional Services