Research Experience
Glacier Change Analysis Using Satellite Imagery
Department of Geosciences, Mississippi State University
May 2021 – September 2021
- Analyzed changes in US glaciers over time using satellite imagery and geospatial tools.
- Downloaded and processed Sentinel-2A satellite images for September 2020.
- Performed image resampling to adjust resolution and image stacking using Python.
- Collected training samples from stacked images and extracted data points using ArcGIS.
- Conducted image classification using the Random Forest classifier in R, achieving over 98% classification accuracy.
Semantic Segmentation of Point Cloud Data
Department of Building Construction Science, Mississippi State University
January 2021 – April 2021
- Conducted a literature review on point cloud data to identify gaps in existing research.
- Proposed and developed a methodology for semantic segmentation of point clouds.
- Analyzed UAV-collected point cloud data containing 226 million points.
- Implemented the PointNet algorithm for semantic segmentation of point clouds.
Information Security and Data Visualization
National Strategic Planning & Analysis Research Center (NSPARC), Mississippi State University
February 2020 – December 2020
- Managed data access and monitored threats to critical assets using StealthAudit.
- Monitored system and network operations for suspicious or detrimental activity.
- Investigated information security incidents, determined root causes, and recommended mitigation strategies.
- Planned and managed projects using Microsoft Project and Gantter.
- Managed servers, identified risks, and optimized database server performance.
- Built safes and platforms for centralized, tamper-proof audit records using CyberArk.
- Created data visualizations in R to graphically communicate insights from large datasets.