Looking for a job

Shreya Batra

@shreyabatra

Message

Data scientist specializing in NLP and GenAI, building scalable LLM-driven search and translation solutions.

India

Message

What I'm looking for

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.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist I

Current

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.

Python NLP Large Language Models Vector Search Prompt Engineering Clustering Docker GCP

Data Science Intern

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.