I. Overall Impression This was the first course I took in my OMSCS journey (Spring 2026), and overall I found it to be a very good introductory course to ease students into the program. The concepts taught are themsel...
Posts tagged: ml/ai
In this post, I will push scOracle to the cloud, making it fully accesible via a browser-based interface.
In this post, I will transform the comand-line version of scOracle into a fully interactive chatbot by creating a clean, browser-based interface using Streamlit.
In this part, we will connect the knowledge base we built in part 2 with an OpenAI LLM, transforming scOracle into a functional AI-powered chatbot for single-cell analysis!
For a minimum viable product (MVP), I limited document ingestion to Scanpy, a leading Python-based framework for analyzing scRNA-seq data.
AI applications like ChatGPT have acted as capable personal assistants during my single-cell analysis projects, whether helping me debug a Scanpy error at midnight or brainstorming strategies for integrating scRNA and...