Amulya K.
ML/NLP Enthusiast | Research-Driven AI Engineer |AgenticAi| GenAI | Building AI Systems
- Role
- Sde 1 at Amazon
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Amulya K.
AI Engineer at Amazon specializing in Agentic AI — building intelligent, multi-agent…
Experience
Sde 1
Dec 2023 — Present · Seattle, WA, US
Designing scalable GenAI systems for customer support using AWS Lambda, Bedrock, and AppConfig. Focused on RAG pipelines, prompt engineering, and building safety guardrails for LLMs. Delivered production-ready AI features improving case deflection and user experience. Technologies: Python, Terraform, CloudWatch, CI/CD.Building secure and scalable LLM-based systems to power next-gen AI support experiences across AWS. • Collaborated with scientists and engineers to develop agentic workflows, enabling intelligent LLM behavior through prompt engineering, retrieval-augmented generation (RAG), and output filtering pipelines. • Worked on serverless architectures using AWS Lambda, Amazon Bedrock, AppConfig, and OpenSearch to deliver real-time GenAI responses with reliability and safety. • Contributed to guardrail systems for hallucination detection, policy enforcement, and malicious input blocking to ensure responsible AI adoption. • Supported high-volume GenAI applications handling millions of customers and thousands of daily queries, driving measurable impact in case deflection and self-service automation. • Technologies: Python, Terraform, CloudWatch, CI/CD, LLMs, Vector Stores, Knowledge Bases, Prompt Tuning, Metrics and Alarms.
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