Experience, education, and skills.
Technology Co-Founder · Brooklyn, NY
Technology co-founder at Ubik Inc., building human-first AI research tools. Economics graduate from Reed College with a background in data engineering, fintech, and nonprofit technology.
Technology Co-Founder
Brooklyn, NY
Co-founded Ubik, building human-first AI research tools. Lead all technology decisions including architecture, full-stack development, and AI infrastructure. Ubik Studio is a professional research platform with human-in-the-loop verification, multi-model routing, PDF annotation, and local-first architecture.
Co-Founder & Partner
Remote
Co-founded an investment partnership focused on quantitative analysis and systematic trading strategies.
Data Engineer & Webmaster
Portland, OR
Worked across all levels of the organization to maintain PERIOD's websites and backend systems. Maintained synchronization across software platforms used for internal and external operations.
Earlier workTwo lines of open-source Python released under the random-walks organization. The NYC civic-data tier — nyc-geo-toolkit (shared boundary layers), nyc311 (311 complaint pipeline with a factor-factory adapter), and subway-access (ADA accessibility with reliability-weighted coverage) — powers three published case studies. The reproducible-research tier — jellycell (plain-text notebooks with content-hashed caching + tearsheet rendering) and factor-factory (20-family econometric engine framework: DiD, RDD, SCM, spatial, inequality, changepoint, STL) — is domain-neutral and used beyond NYC work. Every package ships docs on Read the Docs, PyPI releases, runnable example folders, and AGENTS.md agent guides.
Python · stable
A bulletproof way to generate verifiably cited text from language models — structurally unforgeable citation markers via constrained decoding.
Python · stable
Reusable NYC geography resources, normalization helpers, and boundary loaders for Python tools.
Python · stable
Python toolkit for reproducible NYC 311 complaint analysis via a typed SDK and CLI.
Python · stable
Spatial analysis toolkit for evaluating NYC subway accessibility, reliability, and equity gaps.
Python · beta
Python toolkit for converting NYC CityGML and LiDAR into web-ready 3D geodata.
Python · stable
Shared factor-model + analysis-pipeline framework with first-class jellycell integration
Python · stable
A living catalogue for reproducible analyses: plain-text notebooks, content-hashed output caching, live HTML viewer.
Reed College
B.A. Economics · 2022 · Portland, Oregon
Thesis: Isolating and Insulating ESG Score Disagreement in Publicly Traded US Companies
Institute for Collaborative Education
High School Diploma · 2018 · New York City
Languages: English, Spanish
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