Most of this work started with an operating headache, not a blank canvas.

Some of it lives inside companies and some came out of research, but all of it was built around real users, real constraints, and outcomes someone actually cared about.

Constellation Software

Constellation Software

Internal Revenue + Operations Platform

A role-based internal platform I led for billing, CRM, onboarding, equity, and leadership reporting, built to replace a stack of disconnected tools.

Services

AWSHasuraAuth0SnowflakeVercel

Languages & Frameworks

TypeScriptReactNext.js

Technical Lead / 2025 - Present

Constellation Software

Constellation Software

Dealer Pricing Intelligence Interface

A dealership product surface where I owned frontend work and contributed to structured-query ML tooling, workflow automation, and QA.

Services

HasuraSnowflakeGCPVercelST

Languages & Frameworks

TypeScriptReactNext.js

Engineer / 2024 - 2025

Princeton University & Wharton School, University of Pennsylvania

Princeton University & Wharton School, University of Pennsylvania

Police Misconduct Detection (ML/AI)

At Princeton and U‑Penn, I applied ML/AI pipelines to classify misconduct across 5,000+ labeled cases, with feature engineering, experiment design, and model evaluation.

Services

PyTorchTensorFlowGCPDockerLooker

Languages & Frameworks

PythonSQLLookML

Research / 2022 - 2024

Princeton Thesis

Princeton Thesis

Presidential Alpha

My thesis on election prediction through betting odds and institutional investor portfolios, built as a research codebase with public documentation.

Services

GCPOverleaf

Languages & Frameworks

RPythonSQL

Thesis / 2025