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Shivratna Kumavat

@shivratnakumavat

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AI/ML engineer building LLM-driven RAG systems, data pipelines, and real-time voice & vision solutions.

India

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What I'm looking for

I’m looking for an ML/AI role where I can build production-ready systems—LLM/RAG apps, real-time AI assistants, and scalable data pipelines on AWS—while collaborating with engineers to ship measurable improvements.

I’m an ML / AI Engineer and data-focused developer with a strong foundation in machine learning, generative AI, and end-to-end data engineering. I build practical AI systems like LLM-powered RAG pipelines, agentic AI agents, real-time voice assistants, and computer vision models.

From my hands-on experience, I combine engineering discipline with measurable performance—such as sub-100ms sensor sync latency in an IoT real-time pipeline, and RAG/intent solutions that process 100+ test queries at 92% intent accuracy. I enjoy turning requirements into reliable, scalable components using Python, SQL, LangChain/LangGraph, and AWS.

Experience

Work history, roles, and key accomplishments

Software Development Intern

SDLC Corp

Feb 2025 - Jul 2025 (5 months)

Engineered 5+ responsive Flutter UI screens for a production-grade IoT application, reducing cross-platform UI inconsistencies by ~60%. Implemented an MQTT real-time data pipeline for 10+ devices, achieving sub-100ms sensor synchronization latency while translating client requirements into technical specs with a 4-member cross-functional team.

Flutter Dart MQTT IoT Data Pipelines Responsive UI Cross Platform Development SDLC

Education

Degrees, certifications, and relevant coursework

Deogiri Institute of Engineering and Management Studies

Bachelor of Technology (B.Tech), Computer Science (Artificial Intelligence & Machine Learning)

2021 - 2025

Activities and societies: Relevant courses: AI, ML, Operating Systems, Networking, Databases.

B.Tech in Computer Science with a focus on Artificial Intelligence and Machine Learning. Completed coursework in AI, ML, operating systems, networking, and databases.