Selected Work
Engineering-focused or smaller research artifacts.
Methodological study using AutoML (PyCaret) to benchmark 15+ regression models on 3,000+ data science job postings. SHAP-based feature attribution to study labor market dynamics. MLflow for experiment tracking.
Regression modeling of socioeconomic indicators and violent crime rates across 1,994 communities. Cross-validated R² = 0.85.
Multi-user resource allocation and scheduling system with role-based access. RESTful APIs, Docker, GitHub Actions CI/CD.
Virtual reality prototype for immersive campus exploration. Built as an exploratory project in spatial UX, scene composition, and 3D interaction design.
C++ command-line simulator for repeated prisoner’s dilemma games with configurable player strategies including cooperation, defection, tit-for-tat, and random play.
MATLAB signal-processing pipeline for GSR recordings, including filtering, normalization, feature extraction, and fear-index estimation from baseline and fear-condition data.