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Amruit PratyayAP
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Amruit Pratyay

@amruitpratyay

I build low-latency, production LLM and agentic AI systems on AWS.

India
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At Deloitte, I build production GenAI platforms that turn natural-language requests into reliable, low-latency actions. My work spans LLM integration, agent orchestration, RAG, and event-driven backend services on AWS.

For Disney, I architected a real-time GenAI 3D control platform enabling live Unreal Engine scene control through natural-language prompts. The platform achieved sub-200 ms end-to-end latency, supported 50+ concurrent WebSocket sessions, and reduced scene-manipulation response time by 65%.

I designed a four-agent LangGraph orchestration layer with tool calling and 90%+ intent-classification accuracy across 30+ scene operations. I also integrated Amazon Bedrock Claude through LangChain to accelerate LLM integration and support multi-turn context-aware reasoning.

On Deloitte's AI Assist platform, I built core RAG, configuration, and LLM-service modules for 500+ enterprise users, rewrote vector search in Rust to more than double ingestion throughput, and shipped agentic workflows that reduced task completion time by about 35%.

Experience

Work history, roles, and key accomplishments

Education

Degrees, certifications, and relevant coursework

Jaypee Institute of Information Technology logoJT

Jaypee Institute of Information Technology

Bachelor of Technology, Computer Science

2018 - 2022

Grade: CGPA 7.3

Pursued a Bachelor of Technology in Computer Science, achieving a CGPA of 7.3.

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