If you’re anything like me, the entire process of Exploratory Data Analysis is BORING! Especially so if you’re repetitively working on similar kinds of datasets over and over again.
That’s where VisuaLLMize comes into play! With this application, my goal was to ease the process of Data Visuaization using the language-processing capabilities of LLMs. The Application takes in a custom prompt about the kind of visualization you might need (in natural language) and the dataset itself, and gives you the appropriate visualization for appropriate atttributes within seconds.
Some features of this application include:
- An application that leverages the power of LLMs to provide insightful data visualizations for any given dataset
- Visualization is handled on the application backend, the LLM is used for drafting the visualizations.
- Engineered a seamless backend integration to support 10+ visualization formats.
- Data Summarization is also provided along with visualization, thereby assisting Data Scientists in their work.
- Saved significant amoung of time which would other-wise be spent in performing EDA.