AI / ML / NLP — Remote engagement
iCatalyst, Inc.
A new website for an AI/ML/NLP/RPA technology firm serving federal and commercial clients since 2007. Headquartered in McLean, VA.
Work
Open knowledge · New York City
Wikinewsie article grouping
Adding article grouping to Wikinewsie, so contributors can link articles that cover the same news story.
Ocean research · Woods Hole, MA
Computer vision for reef fish
Prototyping a model that detects and classifies reef fish in underwater video, and measuring how accuracy changes with camera setup and training data.
Ocean research · Woods Hole, MA
Echosounder dashboard
A dashboard linking a research vessel's track on a map to the sonar echogram recorded along it, so scientists can inspect any stretch of a survey.
Ocean research · Woods Hole, MA
Dock scheduling
A request and review system for dock access that surfaces scheduling conflicts and missing paperwork for staff.
Community internet · New York City
Hub maintenance tracker
A tracker for the volunteer-run network's hubs, with a maintenance calendar, visit history, and open issues built on the MeshDB API.
Campus · Morningside Heights
Claims and payments
Hardening the marketplace: reserving claimed listings, preventing double claims, restoring listings after failed payments, and separating the buy and sell flows.
Youth digital arts · Lower Manhattan
Participant records and attendance
Connecting participant intake and consent to program registration and attendance, with per-program rosters and participation reporting.
Music education · Midtown Manhattan
Curriculum library
A searchable catalog of curriculum already stored in Google Drive, so teachers can find resources by song, grade, theme, or benchmark.
Adult literacy · Northern New Jersey
Tutor reporting portal
A mobile-friendly portal where volunteer tutors log sessions and hours, and staff manage assignments and export attendance and progress reports.
Community gardens · Brooklyn
Community events
Helping gardeners find and register for events and volunteer opportunities, with tools for staff to publish listings and manage rosters.
Streets and public space · New York City
Campaign tracking and reporting
Replacing fragile spreadsheet handoffs with structured campaign records and reliable totals by campaign and reporting period.
Family support · Long Island City, Queens
Website redesign
Building a responsive, accessible website from the organization's new design for its housing and family support programs.
Therapeutic riding · Forest Hills, Queens
Enrollment and billing
Evaluating platforms that connect rider enrollment, class scheduling, rosters, and recurring billing, to cut down on manual spreadsheet handoffs.
Community nonprofit · Harlem, NYC
Free resources finder
Scoping and building an app that helps New Yorkers find free resources and activities, from gym access to community workshops.
AI / ML / NLP — Remote engagement
A new website for an AI/ML/NLP/RPA technology firm serving federal and commercial clients since 2007. Headquartered in McLean, VA.
Community nonprofit — Harlem, NYC
A full rebuild of the website, gifting platform, and app for a Harlem nonprofit offering free martial arts, fitness, and community activities, including its Letters to Santa program.
Youth enrichment — Harlem, NYC
Harlem youth-enrichment nonprofit combining squash, academic tutoring, and mentorship. Engagement in progress.
Community kitchen — Harlem, NYC
WhatsApp logging bot and offline-capable tablet check-in app for a Harlem community kitchen. Replaces manual paper tracking with structured data pipelines writing to a shared Google Sheets backend.
Campus — Morningside Heights
The only marketplace for Columbia students to buy, sell, and donate meal swipes. Originally built by Owen Terry & Caroline Smyth in April 2025; transferred to Columbia Software Solutions for ongoing development and maintenance.
Originally built by Owen Terry & Caroline Smyth