Projects/Works
American Geographical Society
A few articles that I worked on:
- Street Art in Baltimore: A Catalyst for Change
- Whale Watching and Preservation of the Environment in Central Baja California, Mexico
NYC Department Of Transportation
Web Batch Geocoder [Python, Javascript]
- Using Geosupport to make a web interface for easy geocoding of large speadsheets.
- View and correct for Geocoding errors.
- View results in leafet and export as shapefiles.
QGIS 3 Cyclomedia Plugin [Python]
- A Qgis 3 plugin for browsing Cyclomedia street view and tagging features
Select By Bounds Widget in ArcGIS Web AppBuilder [Javascript]
- Custom widget that will select by location on the target layer based on a select by attribute of the (source) bound layer.
- Does not use any credits.
Print Preview with OpenLayers [Javascript]
- Rotation of page
- Map adjustments in preview window
SIP Project viewer [Javascript]
- Using Mapbox and chart.js to display queried data from GeoServer.
- Includes different views for other projects.
Roadway Deterioration Prediction [Python, R, SQL, Javascript]
- Processing and generating datasets from ArcSDE using python (arcpy and pandas)
- Assisting in building a GWR model in R
- Displaying the model using Leaflet and D3.js
ex: estimation of the average rate of deterioration from historical data (matplotlib)
ex: web view of the prediction and historical ratings
Python Script Catalog and Remote use [Sqlite, Python-Flask]
- Catalogs various scripts for quick searches based on functions, and tags.
- Run scripts using shell processes with parameters from form input.
Remote Sensing
Vegetation Index Visualization in the Sahara Desert [PostGIS, Nodejs-Express, Javascript]
- Using python to gather imagery, selecting areas of interest
- Calculating EVI2 using PostGIS
- Serving time series images and graph data using Leaflet and Chart.js
Crowdsourcing mixed pixels to aid in spectral unmixing [PostGIS, Python-Flask, Javascript]
- Dividing remotely sensed imagery into smaller areas using python, store on PostGIS database
- Serve areas to users, using Google maps API display and take crowdsourced material polygons
- Process material polygons to percentages for ground truthing in python and PostGIS
Bandmath [Python]
- automating band math with gdal
- creating time lapse with images
GIS
A snapshot of New York City’s distribution of community gardens and funding resources
- Where NYC Department of Parks & Recreation capital funding and community gardens are, in comparison to demographic factors
Determining the optimal route for a Cross-Queens canal
- Using raster least-cost path, on different senerios and datasets (DEM, bus/subway, landuse, FAR, Roadbed)