Projects

A longer archive of work across planning, housing, property markets, geospatial systems, flood and hazard modeling, and applied machine learning.

planning and housing geospatial and hazard modeling and ML more repositories

Planning, housing, and urban analytics

Predicting zoning opposition

Columbia GSAPP thesis

Parcel-level modeling of public opposition to rezoning proposals in Austin.

repo dashboard overview

autoMIWAE

Manhattan parcel valuation

Representation learning for parcel valuation from PLUTO and ACRIS data.

repo report interactive

Homecastr

Forecasting product

Home-value forecasting with downside, base-case, and upside scenarios.

site

ADUniverse

Accessory dwelling unit planning tool

Prototype software for evaluating ADU eligibility and desirability in Austin.

site repo demo

Properlytic

Property pricing interface

Product work around property insight, pricing, and forecasting.

site repo

Envelop3D

Urban development visualization

3D urban development and massing visualization for planning workflows.

repo

HoustonPricePrediction

Housing market modeling

Residential pricing experiments built on Houston-area property data.

repo

develop-iota

Urban development product work

Early interface work around urban development analysis and parcel-level exploration.

repo

Geospatial, hazard, and environmental systems

Summit Geospatial

Founder

Seamless elevation data, terrain infrastructure, and delivery workflows for Texas.

site

terrain_aggregator

Statewide terrain workflow

Aggregation pipeline for seamless terrain from many LiDAR and DEM sources.

repo map

HAND-TauDEM

Terrain preprocessing

HAND generation and flood-preprocessing scripts using TauDEM and Python.

repo

GeoFlood

Flood inundation mapping

Large-scale flood mapping built on high-resolution terrain analysis.

repo paper

GeoFlood Task Processor

Workflow orchestration

SLURM task processor for large flood-model workflows.

repo

DEM2basin

Watershed preprocessing

Scripts for generating watershed-delineated hydrologic inputs from standard source data.

repo PyPI

Texas Disaster Information System

TACC / Texas GLO

Elevation and data-layer work for a statewide disaster information system.

official page

Cahaba

Flood inundation mapping

Work on flood inundation mapping configured for the U.S. National Water Model.

repo wiki

CWE-Bridges

Point cloud and OSM processing

Bridge envelope extraction from LiDAR point clouds and OpenStreetMap data.

repo

Modeling, open data, and applied machine learning

Dojo / MINT

Model orchestration and semantic integration

Infrastructure for connecting climate, hydrology, agriculture, and socioeconomic models.

repo paper

DeepWTO

Legal NLP and open data

Dataset and modeling work for WTO legal article prediction.

repo MIT article

M&A Prediction

Event prediction

Machine-learning pipeline for predicting merger and acquisition targets.

repo

trading_research

Forecasting and backtesting

Market forecasting and strategy research using ML and time-series methods.

repo

More repositories

Planning and housing

ADUniverseATX envelop3d Properlytic acrc-website HoustonPricePrediction develop-iota

Geospatial and hazard

DEM2basin GeoFlood GeoFlood-TACC GeoFlood-Task_processor cahaba CWE-Bridges entwine

ML and data systems

MnA_Prediction trading_research DeepWTO ai_agent_trade_war citation database-postgresql plumber-api

Documents

Latest CV Selected work PDF Thesis overview Thesis protocol autoMIWAE report