Anjali Singh
Associate Data Scientist
Gurgaon
Summary
Data Scientist at Optum with a solid foundation in machine learning, natural language processing (NLP), and data pipeline automation. Experienced in building scalable models for classification, clustering, and name generation. Published research in the field of AI/ML and developed a Legal Chatbot for assisting users with legal processes. Seeking opportunities to further enhance my expertise in AI-driven solutions and contribute to cutting-edge innovations.
Overview
1
1
year of professional experience
Work History
Associate Data Scientist
Optum, UnitedHealth Group
09.2023 - Current
- Implemented machine learning algorithms to improve model performance and prediction capabilities.
- Developed and implemented data pipelines for classifying and clustering large-scale datasets using Python, Hugging Face models (BERT, T5), and custom-built algorithms.
- Improved clustering accuracy by 15% by designing an advanced method to handle similar content, including context-aware, month-based text grouping.
- Automated campaign name generation as part of a scalable pipeline, integrating pre-processing steps with token management for optimal performance.
- Identified and solved key performance bottlenecks in token-based processes using OpenAI models, reducing processing time by 20%.
Education
Bachelor of Technology - Computer Science And Engineering
National Institute of Technology (NIT)
Surat, India06.2023
Skills
Programming Languages: Python, C, SQL
Research Papers & Publications
LAWBOT: A Smart User Indian Legal Chatbot using Machine Learning Framework
- Published in the 2024 IEEE 9th International Conference for Convergence in Technology (I2CT), Pune, India.
- Developed a chatbot utilizing Natural Language Processing (NLP) and Machine Learning to assist users with legal queries, including finding lawyers, understanding legal terms, and reviewing lawsuit documents.
- Aimed at making legal information more accessible to the general public through conversational AI.
- DOI: 10.1109/I2CT61223.2024.10543337
Timeline
Associate Data Scientist
Optum, UnitedHealth Group
09.2023 - Current
Bachelor of Technology - Computer Science And Engineering
National Institute of Technology (NIT)
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