Medical Chatbot Deployment Specialist
Budget: $30 – $250 USD
I'm seeking an experienced DevOps engineer to finalize the CI/CD pipeline and deploy my medical chatbot on AWS. The chatbot, powered by Retrieval-Augmented Generation (RAG), allows users to upload medical claims PDFs or other documents and query them using a language model.
The core RAG pipeline is already developed using LangChain, Hugging Face embeddings, and a vector store like Pinecone, integrated with a chatbot interface. Your expertise will ensure the system is secure, efficient, and user-friendly.
Key Tasks:
- Complete CI/CD pipeline
- Deploy using AWS services: Amazon ECS, AWS Lambda, Amazon EC2
- Implement security measures: data encryption, user authentication, regular security audits
Ideal Skills and Experience:
- Proficient in AWS services
- Strong knowledge of Docker, FastAPI
- Experience with CI/CD pipelines
- Security-focused mindset
The core RAG pipeline is already developed using LangChain, Hugging Face embeddings, and a vector store like Pinecone, integrated with a chatbot interface. Your expertise will ensure the system is secure, efficient, and user-friendly.
Key Tasks:
- Complete CI/CD pipeline
- Deploy using AWS services: Amazon ECS, AWS Lambda, Amazon EC2
- Implement security measures: data encryption, user authentication, regular security audits
Ideal Skills and Experience:
- Proficient in AWS services
- Strong knowledge of Docker, FastAPI
- Experience with CI/CD pipelines
- Security-focused mindset
Related categories:
Business, Accounting, Human Resources & Legal
Linux
Amazon Web Services
Hadoop
Map Reduce