Compass Journal: AI Guided Journalling
For Compass,a co-founder and I designed and implemented a cutting-edge SaaS infrastructure tailored for seamless AI-driven interactions, including advanced journaling, productivity, and mental well-being solutions. Using a flexible architecture, we deployed APIs on Google Cloud Run, which integrate Angular-based web applications hosted on Netlify and databases like Pinecone for vector data and MongoDB for app data.
We enabled a hot-switch system for language models, allowing real-time transitions to the most cost-effective and capable AI models, optimizing performance and budget. Our CI/CD pipelines with GitHub Actions streamlined deployment, while fine-tuning options further personalized the AI's outputs. This scalable and adaptive solution empowers Compass users to access efficient and impactful mental health and productivity tools effortlessly.
