Portrait of Emmett Infante

IbuildinternalsoftwareandAIworkflowsforteamsthathaveoutgrownspreadsheets,handoffs,andone-offfixes.

MostoftheworkItakeonstartsthesameway:toomanymanualsteps,weaksignal,andabusinessprocessnobodyfullytrusts.

AtConstellation,thathasmeantreplacingapatchworkofbilling,CRM,HR,equity,andclient-dataworkflowswithoneinternalplatform.AtAgileAging,ithasmeantbuildingAI-assistedcompliancesystemsacross85+facilities.AtPrinceton,itmeantresearchthatstillhadtosurviverealdataandrealscrutiny.

Ilikeworkthatsitsclosetooperators,revenue,andexecution,wherethecodehastoearnitsplace.

Base

New York / Princeton

Focus

AI workflows, cloud infrastructure, internal tools

Current

Technical leader + product-minded engineer

Princeton, Constellation, healthcare ops, and rowing all pushed me toward the same kind of work.

I did not come up through one narrow lane. Computer science, finance, research, and high-performance sport all shaped how I scope problems and follow through.

About Me
Princeton University

Princeton University

A.B. in Computer Science and The Bendheim Center for Finance, alongside thesis and applied research work in Princeton labs.

2021 - 2025

Constellation Software

Constellation Software

Moved from finance intern and FP&A into software engineering and technical leadership across internal platform and SaaS client-platform work.

2023 - Present

Amazon Web Services

Amazon Web Services

AWS Certified Cloud Practitioner with production work across Lambda, S3, RDS, IAM, Route 53, and API Gateway.

Certified 2025

Google Cloud

Google Cloud

Associate Cloud Engineer certification in progress, backed by analytics, research, and BigQuery-heavy GCP workflows.

In Progress

Wharton School, University of Pennsylvania

Wharton School, University of Pennsylvania

Collaborated with Wharton faculty on machine-learning research for policing reform and accountability, classifying misconduct patterns across thousands of labeled cases.

2022 - 2024

USA Rowing

USA Rowing

National Team athlete for heavyweight men's rowing, training 35+ hours per week during Princeton off-seasons.

2021 - 2023

Princeton Athletics

Princeton Athletics

Four-year varsity athlete with Princeton Men's Heavyweight Rowing, helping win the program's first IRA gold in the 4+ since 1973.

2021 - 2025

Corporate Finance Institute

Corporate Finance Institute

Completed Financial Modeling & Valuation Analysis with a concentration in financial statistics.

Certified 2023

The stack reflects the jobs I have actually had, not a logo cloud assembled after the fact.

Most of it comes from building TypeScript products on AWS, tying analytics into operating workflows, and using Python wherever modeling or automation moves faster.

Postman

Postman

API inspection, payload testing, and integration debugging across internal-platform and SaaS workflows.

API tooling

Vercel

Vercel

Fast frontend delivery and frictionless deploy loops for modern applications.

Delivery layer

Auth0

Auth0

Role-based access control and identity flows for multi-user products.

Security

Hasura

Hasura

Fast GraphQL composition across internal apps and operational systems.

Application graph

GCP

GCP

Research pipelines, analytics tooling, and data processing workloads.

Analytics layer

AWS

AWS

Serverless and infrastructure primitives for secure, production-ready systems.

Core platform

Docker

Docker

Portable local and production environments for clean deployment workflows.

Runtime tooling

Snowflake

Snowflake

Business reporting, warehouse-backed metrics, and cohort analysis.

Data warehouse

Claude Code

Claude Code

AI-assisted development workflows for faster iteration on technical product work.

Build acceleration

Looker

Looker

LookML dashboards and revenue reporting built during FP&A and revenue-operations work.

Reporting layer

PostgreSQL

PostgreSQL

Transactional storage and relational models for internal tools, product systems, and analytics-heavy applications.

Primary database

SB

Supabase

Fast Postgres-backed product scaffolding with auth, storage, and lean backend services when speed matters.

Rapid backend

ST

Stripe

Payments, billing logic, and commercial flows for products that need to move from prototype to revenue.

Commerce layer

Next.js

Next.js

App Router, server rendering, and deployment-oriented frontend architecture.

Web framework

Python

Python

Data workflows, ML experimentation, and backend scripting.

Research + automation

TypeScript

TypeScript

Typed application logic, shared schemas, and front-to-back consistency.

Primary language

React

React

Component systems built for responsiveness, content, and product UX.

UI foundation

SQL

SQL

Reporting, exploration, and connective tissue across product and finance systems.

Query layer

JavaScript

JavaScript

Runtime scripting, client-side interactivity, and full-stack development.

Modern web

These are the projects that best show how I work once the problem is real and somebody needs it shipped.

Different domains, same pattern: messy inputs, important decisions, and pressure to make the output usable for the people closest to it.

All Projects

Constellation Software

2025 - Present

Internal Operating System mark

Internal Operating System

I built this to replace a patchwork of billing, CRM, onboarding, equity, and data-validation workflows with one role-based internal platform.

Core tools

AWSHasuraAuth0SnowflakeVercel

Languages and frameworks

TypeScriptReactNext.js

Princeton Thesis

Thesis / 2025

Presidential Alpha mark

Presidential Alpha

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

Core tools

GCPOverleaf

Languages and frameworks

RPythonSQL

Princeton University & Wharton School, University of Pennsylvania

2022 - 2024

Police Misconduct Detection mark

Police Misconduct Detection

At Princeton and U‑Penn, I applied ML/AI pipelines to classify misconduct cases across thousands of labeled records, with BigQuery-backed feature engineering and model evaluation.

Core tools

PyTorchTensorFlowGCPDockerLooker

Languages and frameworks

PythonSQLLookML

Rowing still explains a lot about how I work: repetition, hard feedback, and staying with the boring parts long enough for them to matter.

I kept this section because a lot of my working style was built long before I wrote production code.

A lighter section, but still built like an interface. Drag a card, pause on one, or open it to get the full note behind the moment.

Drag, pause, open

Drag
Team USA

Team USA

National team block

Plovdiv World Championships
Drag
IRA Gold

IRA Gold

Championship moment

Princeton 4+ breakthrough
Drag
Australia Block

Australia Block

Off-season sharpness

Training volume and travel
Drag
Bike + Row

Bike + Row

Engine building

Cross-training obsession
Drag
Blackwater Session

Blackwater Session

Endurance reset

Quiet miles, long efforts
Drag
Program Culture

Program Culture

Team standards

Habits built over seasons
Drag
Princeton Rowing

Princeton Rowing

Foundational rhythm

The steady through-line

The conversations I care about most usually start with a messy internal problem, a product bottleneck, or a workflow that needs to become reliable.

If that is the kind of work on your side too, email is still the fastest way to reach me.