Pandas career experience

Mar 2025 - Mar 2025 Math374P3 Streamlit app for analyzing nonlinear root-finding algorithms Data

Built modular Python toolkit for nonlinear root-finding using Bisection, Newton's, and Secant methods
Created interactive Streamlit web app with configurable tolerances and real-time visualizations
Integrated pseudocode explanations directly into the interface for educational clarity

Nov 2024 - Dec 2024 Grants Data Analyzer Streamlit-based data analytics platform for institutional grant analysis Data

Developed Streamlit web app with 6 modular components and 62 functions for institutional grant data analysis and insights
Engineered 7-stage data pipeline processing Excel files (25+ columns) with validation, normalization, and Co-PI deduplication
Built NetworkX analysis computing 5 centrality metrics with 20 charts (matplotlib/seaborn) and interactive Pyvis graphs