Anjali Singh
ML Engineer @ Allstate | LLM Models, Agentic Frameworks
- Role
- Consultant Data Scientist at Allstate
- Location
- New Delhi, DL, IN
- LinkedIn followers
- 500 followers
About Anjali Singh
Senior Machine Learning Engineer with 5+ years of experience building scalable…
Experience
Consultant Data Scientist
Dec 2022 — Present · Bengaluru, IN
Working on the booming LLM models and Agentic frameworks.· Developing rescue event summarizer model using Retrieval-Augmented Generation (RAG) andLarge Language Models (LLMs) to generate accurate, contextually rich summaries by integratingreal-time document retrieval with NLP techniques.· Working on customer risk assessment for deciding the insurance premium amount.· Utilized LLM visual intelligence to analyze vehicle images, identifying details and defects such asflat tires, while assessing background elements to detect potential fraud indicators.· Developed and implemented a predictive model optimizing service provider incentives, resultingin annual savings of $1M while enhancing provider retention and trust.· Designed a call prediction model leveraging historical customer interactions and current servicerequest data to forecast call generation probability at various service stages.
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