Automated EDA: Built a Python/Streamlit app for instant dataset profiling. Used Pandas to detect nulls, map irregularities, and identify anomalies - cutting manual data cleaning time by 80%.
Conversational AI: Integrated a LangChain LLM chatbot enabling non-technical users to ask questions about their data in plain English and extract insights without SQL.
Dynamic Visualization: Engineered an automated Plotly charting system that intelligently renders graphs based on data types. Drag-and-drop UI for customizable dashboards in progress.