Arjun Neupane Email & Phone Number

Texas, United States

Texas, United States

Automated pipelines for efficient data collection, processing, and analysis and implemented, and validated predictive models using techniques such as regression, classification, clustering, and deep learning

Tulsa, Oklahoma, United States

- Conducted extensive manipulation and exploration of seismic time-series data for pattern recognition and feature extraction using Linux Bash shell, MATLAB, and Python,R packages (Numpy, Scipy, Pandas, dplyr, tidyr)- Applied statistical modeling for accurate trend analysis of seismic source properties (corner frequency, stress drop)- Developed a new stacking algorithm to analyze the spatial variation of seismic source properties for application in Ground Motion Studies and Earthquake Early Warning Systems using the 2019 Ridgecrest earthquake sequence - Performed optimization of a non-linear objective function using fmincon function in MATLAB- Visualized large volumes of time-series data as scatter plots, box plots, and heatmaps using Matplotlib, Seaborn, and ggplot2- Improved Earthquake detection and phase picking(P- and S-arrivals) using Deep Neural Networks with a hierarchical attentive model- Presented posters at National Conferences including the American Geophysical Union (AGU) and Seismological Society of America (SSA) - Served as a TA for Introduction to Python class, Physical Geology Lab, and Earth Hazards class

Conducted extensive data preprocessing, cleaning, and analysis to ensure high-quality input for AI models. Deployed AI models and NLP solutions for various machine learning applications using AWS and Azure Cloud platforms