#Health
#Cloud
#Data
#LLM
CVS Health - Software Engineer Intern
📅 2024
🔗 Website
🏥 CVS Health Corporation is an American healthcare company that owns CVS Pharmacy, a retail pharmacy chain; CVS Caremark, a pharmacy benefits manager; and Aetna, a health insurance provider, among many other brands.
Python, Azure, Databaricks, LangChain
- Reviewed research papers on state-of-the-art LLM methods for tabular question-answering
- Fine-tuned open-source LLM models on synthetic data using QLoRA, improving model performance
- Designed and implemented a Retrieval-Augmented Generation pipeline using Python, LangChain, and Milvus
- Modified a web UI using JavaScript to integrate API endpoints for LLMs with the RAG pipeline
- Containerized applications with Docker and deployed on Kubernetes
- Documented the design process and created resources and templates to facilitate team adoption of the work