Conversational AI
using RAG on health data

Personalized Assistant

"Because you deserve more than just numbers—talk to your data with the Dexcom AI assistant."

Automated dev-ops

Domain name to deployment in cloud is all done via terraform with infrastructure as code. Docker and Kubernetes is used.

Skills demonstrated

SkillDescription
AIlangchain-ai, Chroma, Ollama, llama3.2, AWS Bedrock Studio
KotlinAll the API is written in kotlin
SpringBootSwagger, Resilience4j, Hazelcast, Actuator & spring profile is used
MongoDBStore sensor & activity data
DockerDockerized the whole application
TerraformInfra code is written with credentials secured on bitwarden vault