📌 Introduction:
Hello! I am a data scientist with a foundation set at the crossroads of data, programming, and the workings of the brain. My academic journey began at the University of Chicago and evolved into a rich blend of theoretical statistics and robust data analysis. My passion for curiosity is always matched with rigorous statistical integrity.
Throughout my career, I've spearheaded data analysis from start to finish, played pivotal roles in project developments, and been an active mentor and leader within my teams. My repositories reflect this journey, covering a spectrum of projects spanning animal behavior, human psychophysics, natural language processing, to web scraping. Here, I employ rigorous statistical analysis combined with state-of-the-art machine learning tools to provide clear, interpretable results.
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- Summary: An open-source package for proprioceptive testing paradigms.
- Features:
- 2D smoothing module
- Modular statistical analysis
- Public database for subjects
- Technical Details: Developed in Python with two primary modules, PointingTask and WeightDiscrimination.
- Summary: A project from the University of Chicago to analyze sensory references in natural speech.
- Features:
- Comprehensive Introduction to Python
- Basic & Advanced NLP Techniques
- Summary: A web application developed in JavaScript to collect data on Fitt's Law, an essential paradigm in human-computer interface.
- Summary: An efficient data processing framework that prepares large datasets from the Los Alamos National Laboratory (LANL) [Unified Host and Network Data Set], for deep learning algorithms focused on lateral movement detection in cybersecurity.
- Features:
- Batch processing of large files (over 35GB compressed)
- Rust-based performance for time-efficient data processing
- Application in real-world big data scenarios and cybersecurity
- Summary: A unique exploration into whether rats are influenced by the actions of other rats.
- Features:
- Complete R script for data analysis
- Simulated duos and trios analysis
- Analysis and comparison across different rat groups
- Summary: A portfolio showcasing behavioral patterns of invasive and native toad species in response to dehydration.
- Features:
- Publication-quality figures assembled in R
- Examples ranging from basic to advanced graphing in R