I seek roles leveraging NLP and GenAI to build production ML systems, with opportunities for technical ownership, cross-functional impact, and scalable product deployments.
I have interest in building and deploying scalable AI AGENTS
@shreyabatra
Data scientist specializing in NLP and GenAI, building scalable LLM-driven search and translation solutions.
I seek roles leveraging NLP and GenAI to build production ML systems, with opportunities for technical ownership, cross-functional impact, and scalable product deployments.
I have interest in building and deploying scalable AI AGENTS
I am a data scientist focused on Natural Language Processing and Large Language Models, with hands-on experience designing and deploying scalable ML systems that improve search relevance and automate complex workflows. I led the development of a multiagent RAG-based patent ranking system, implemented multilingual LLM-driven translation features, and re-architected a non-patent literature search engine using Google grounding technology and Vertex AI Search.
I automate taxonomy creation and benchmark classical and advanced models to support production-ready solutions, reducing manual effort and improving recall and precision for enterprise datasets. I have been recognized with internal awards for impactful engineering contributions and hold a strong foundation in Python, SQL, ML/DL frameworks, GCP tools, and production tooling like Docker and Git.
Work history, roles, and key accomplishments
XLSCOUT
Jul 2024 - Present (1 year 6 months)
Designed and deployed a RAG-based patent ranking system and LLM reranker improving top-100 precision, launched multilingual LLM-driven patent translation, and re-architected non-patent literature search to increase recall.
XLSCOUT
Jan 2024 - Jun 2024 (5 months)
Built and benchmarked baseline ML models (SVM, KNN, Random Forest) for patent categorization and prepared large-scale patent datasets to support NLP model fine-tuning and prompt engineering experiments.
Degrees, certifications, and relevant coursework
Bachelor of Engineering, Electronics and Communication
2020 - 2024
Grade: 8.95/10
Completed a Bachelor of Engineering in Electronics and Communication with a CGPA of 8.95/10.
Software and tools used professionally
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