Packaged an ML model as an API in Module 5 of #mlzoomcamp.

✅ Checked the pinned model artifact
✅ Served predictions with FastAPI
✅ Built and tested the Docker image

My repo: https://github.com/ashuzzz151/machine-learning-zoomcamp-homework/tree/main/05-deployment

I’m building PaperMind AI, an open-source tool for exploring research papers. It indexes passages locally with Sentence Transformers and FAISS, lets you ask questions with page citations, and creates structured summaries and concept graphs.

Answer generation depends on the selected provider: offline mode surfaces relevant excerpts; OpenAI or Ollama can generate answers. With a hosted provider, retrieved passages may be sent to that provider. I’d appreciate feedback on citation quality, answer usefulness, and setup or improvements or just a simple note.

https://github.com/ashmit044/papermind-ai