Bavera B.

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AWS SageMaker

Label Studio

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Freelancer Overview

I am an AI engineer and product lead with 8 years of experience building and deploying production-grade GenAI and multi-agent RAG systems, with a strong focus on data annotation, labeling, and AI training data workflows for industrial applications. My expertise spans designing robust pipelines for knowledge extraction, vision-language models, and few-shot learning frameworks—enabling automated and accurate data labeling without extensive manual intervention. I have led cross-functional teams to create solutions that integrate LLMs with industrial databases and real-time monitoring systems, achieving measurable efficiency gains and high model accuracy. My hands-on experience with tools like LangGraph, DeepAgents, ChromaDB, and vLLM, combined with my background in architecting evaluation frameworks and building ontological structures, allows me to transform complex data into actionable, high-quality training datasets for AI systems in domains such as computer vision, NLP, and industrial diagnostics.

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