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Freelancer Overview

I am passionate about building robust AI systems and have hands-on experience in data annotation, retrieval, and processing for advanced machine learning applications. My background in mathematics, statistics, and data science from IIT Kharagpur has equipped me with strong analytical skills, and I have applied these through internships and projects involving NLP, agent behavior analysis, and document retrieval. I have developed and optimized multi-agent retrieval augmented generation (RAG) pipelines, designed robust data indexing and chunking strategies, and implemented hybrid search systems using tools like LangChain, OpenSearch, and HuggingFace. My work spans diverse domains, including healthcare, legal, and financial document processing, predictive maintenance, and graph neural networks. I am skilled in Python, SQL, C++, and major ML libraries, and am committed to ensuring high-quality, accurate training data for AI models.

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