PRSM: Participatory System Mapping

This program generates cyber attack scenarios for use in cyber training exercises, red team planning, blue team planning, automated attack execution, and cybersecurity policy analysis.

An agent-based model to evaluate fiscal redistribution among municipalities

An interpretable system that models the future of work as an equilibrium under AI-driven forces. Instead of predicting job loss, it decomposes workforce disruption into automation pressure, adaptability, skill transferability, demand, and AI augmentation to explain stability, tension, and transition paths by 2030.

POST 8000 (Foundations of Social Science Research for Public Policy) is a class I teach at Clemson University

🌱 A qualitative and computational study using NLP on H2020 projects in the context of climate change

Utilizing machine learning to examine deforestation rates in the undeveloped region of Paraguay's Chaco

Decision-ready geopolitical and policy risk memo skill for OpenClaw with evidence limits, competing hypotheses, scenarios, and actionable options.

COVPOL: An agent-based model of the international COVID-19 policy response

Open-source & decentralized AI initiative to analyze policies, simulate fair solutions, and empower global governance with transparency.

This is an agent-based simulation model created for evaluating the effect of demand response on the self-sufficiency and expenditure on electricity import for the modeled community.

My solution of a simple Reinforcement learning problem

AI-powered social simulation platform for exploring how personas, groups, and coalitions react to events over time.

A comprehensive analysis of income inequality in Colombia using the 2024 GEIH dataset. This repository includes data processing, descriptive statistics, visualizations, and policy-oriented insights into socioeconomic disparities across regions and social classes.

Creates mock properties and simulates LUP based on forestry regulations

Agent-based Model (ABM) using MASON for land use and policy simulations

Comprehensive analysis of spatial distribution equity of athletic facilities in New York City

Government Satisfaction Analysis Framework

Implementation of an interactive chatbot for summarizing legal and policy documents. Includes data preprocessing (cleaning, tokenization, hierarchical chunking), extractive TF-IDF baselines, and fine-tuned abstractive models (DistilBART, LED). Integrates a retrieval layer for document relevance and uses ROUGE, BLEU, and cosine similarity metrics.

Compliance AI™ — Codify compliance. Simplify audits. Automate evidence collection for SOX, ISO 27001, HIPAA, and SOC 2.