Aagna Katrodia
Software Development Engineer II @ Amazon Web Services | Building Generative AI Solutions
- Role
- Software Development Engineer Ii at Amazon Web Services (AWS)
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Aagna Katrodia
I’m a Software Engineer with 5+ years of experience building scalable distributed systems, full-stack applications, and Generative AI platforms in large-scale cloud environments.My work spans across frontend (React/TypeScript) and backend (Java, Python, AWS), with hands-on experience in real-time LLM platforms, retrieval-augmented generation (RAG), orchestration agents, ML Ops, and recommendation systems. Earlier in my career, I focused on data engineering and ETL optimization, giving me a strong foundation in performance tuning, data reliability, and large-scale pipelines.I’m passionate about creating systems that are technically robust, secure, and adoption-ready, blending Generative AI innovation with solid software engineering practices.Please visit https://aagnakatrodia.com
Experience
Software Development Engineer Ii
Aug 2023 — Present · Seattle, WA, US
Built and scaled Generative AI platforms leveraging AWS, React, and cloud-native services, enabling teams to create and manage AI-powered content at scale.• Developed real-time systems using WebSockets, async workflows, and orchestration agents to power chat-based LLM experiences.• Worked on retrieval-augmented generation (RAG) workflows that integrated structured data into prompts to improve accuracy and reliability of outputs.• Involved in content ingestion, editing, and text-assistance features that enhanced usability and adoption of LLM-driven applications.• Contributed to recommendation and personalization systems using embeddings, search pipelines, and hybrid ranking techniques.• Helped establish testing, monitoring, and ML Ops pipelines with SageMaker and event-driven architectures to ensure scalable, reliable deployments.• Strengthened platform security and governance through federation, throttling, and automated compliance workflows.
Education
University of Maryland
Master of Science - MS, Information Systems
2018 — 2019
Dayananda Sagar College of Engineering, BANGALORE
Bachelor’s Degree, Computer Science and Engineering
2013 — 2017
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