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Freelancer Overview

I specialize in building and optimizing AI systems with a strong focus on creating high-quality training datasets for large language models. My experience includes designing and evaluating agentic workflows and Retrieval-Augmented Generation (RAG) systems using tools like LangChain, LangGraph, and vector databases such as ChromaDB and Pinecone. I have a proven track record of automating complex processes and ensuring technical accuracy through manual evaluation and RLHF-style feedback. My work often involves detailed behavior modeling, technical documentation, and hands-on annotation to ensure that AI agents deliver safe, accurate, and brand-aligned responses. I am passionate about bridging the gap between technical engineering and real-world data needs, and I excel at developing robust solutions for AI-driven support in domains like Web3 and developer tooling.

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