AI Consultant · Educator · Builder

Science. Data.
Design. Build.

I design and ship agentic AI systems, workflow integrations and full-stack builds, and I teach the teams who will run them.

Scroll to work

A career that started in astrophysics and ran through quant finance and design school, with data and code the whole way through. Now I help founders and organizations put AI to real work.

Science

Astrophysics at Columbia (Barnard). Radio astronomy research at NASA Ames, Arecibo and Green Bank.

Data

MA in Statistics from Columbia. Quant and markets roles at Goldman Sachs, Brevan Howard and J.P. Morgan.

Design

MFA in Design & Technology from Parsons. Media-lab work at MIT and The Met. Parsons faculty today.

Build

AI-powered agent pipelines, data archives, internal tools, web and iOS apps.

Selected Work

Client builds, enterprise education and open tools from 2026.

Two-agent pipeline · human review
01Consulting · Agentic systems

An agentic pipeline

A two-agent AI system: one agent gathers information from sources every day, and a second researches and verifies what it finds. Approved results are published through a review dashboard, so a person makes the final call.

  • Low-cost workhorse + reasoning model
  • Tool use · prompt caching
  • Flask review dashboard
  • 109 unit tests
  • Handed off Apr 2026
Mexico · bilingual
02Corporate · Organization-wide training

AI literacy at scale

"Demystifying AI" for more than 200 people in Mexico: a bilingual program that gave an entire organization a shared vocabulary for AI, supported by a Spanish-language AI news briefing and reference guides.

Archive architecture · 2026
03Consulting · Archives

Digital Legacy Archive

Architecture and technology plan for a digital archive of about fifty years of a scholar's work: structured data, a RESTful API and preservation practice. It is designed to be AI-ready, from transcribing audio recordings to searching across the collection, while the archive keeps ownership of its data. The project began in August 2026 and is ongoing.

Corporate training toolkit
04Corporate · Interactive explainers

AI, explained interactively

Custom interactive explainers for corporate teams, used in workshops and client sessions. Examples: the full AI timeline, a benchmark chart, a platform overview across industries, a primer on the "five-layer cake" of the AI economy, or how diffusion models work.

Leadership sessions
05Leadership · Strategy sessions

AI labs for leadership teams

Small-room sessions for decision-makers, built on each team's own problems. One senior leadership team came in with pain points gathered from its staff and left with priorities. In "From chat to built", participants built a working SwiftUI app with Claude Code.

One executive · one business
06Executive · 1:1 coaching

Executive coach

One-on-one work with a single executive. I start by understanding their team, their business and where the friction is, then teach them to implement the workflows and solutions themselves, so the capability stays with them, not with a consultant.

Configure · deploy · reuse
07Product · Agent framework

Agent Architecture

My own framework for launching agent systems quickly. Instead of building each one from scratch, an organization plugs in its sources, rules and publishing destination, and gets a working AI-powered system with deduplication, a human review dashboard and publishing built in.

Research & strategy
08Education · Curriculum strategy

Assessing curriculum in the age of AI

A curriculum assessment for a graduate design and technology program, asking what students need to learn as AI reshapes the field. The work combined student interviews, rubric-based review and qualitative coding, and ended with recommendations for academic leadership.

Consulting

I build AI systems end to end: the data pipeline, the model choice, and the interface your team will actually use.

01

Custom AI Builds

Agentic pipelines, internal tools, dashboards and apps, scoped around a single workflow that should run itself. Every build ships with tests, cost limits and a human review step.

4–8 week build
02

Strategy & Audit

A clear map of where AI helps your organization, where it doesn't, and what to do first. I cover tool selection, cost comparison, data readiness and a week-one plan.

Short engagement
03

Team Workshops

Practical, no-code-required sessions for executives, staff and communities, in English or Spanish, built around the problems your people actually face.

Half-dayFull-daySeries
04

Executive Coach

One-on-one work with a single executive. I learn the team, the business and the pain points, then teach you to implement the workflows and solutions yourself.

1:1
05

Ongoing Retainer

A standing technical partner once systems are live. I monitor, iterate, add capabilities and keep your team current as the models change.

Monthly
Who I work with FoundersSmall & mid-sized businessesEnterprise teamsSchools & universitiesCultural institutions

Teaching

I've taught code to designers for more than a decade. Now I teach AI to everyone else.

Parsons School of Design · MFA Design & Technology

Part-time faculty since 2016

I have taught JavaScript, front- and back-end web development, and openFrameworks to BFA and MFA students. Now I teach Data as Material, using data architecture, code and AI to build for the physical and digital world.

Practical AI workshops. Two hours, up to 20 people, no coding required, in person or virtual. Every session includes live demos and hands-on exercises, and people build something of their own before they leave.

  • 01What AI actually is
  • 02The landscape: models & players
  • 03AI for your work
  • 04Automation without code
  • 05Agentic AI & vibe coding
  • 06Ethics, bias & agency
  • Round table

    From chat to built

    Round table taking your team from chatting with AI to personal use cases, built live with your data.

  • C-suite

    Senior leadership session

    AI session for a senior leadership team, tailored to the specific pain points the organization identified from its own staff.

  • Large-group workshop

    Corporate — Demystifying AI

    Large online or in-person workshops on understanding AI in a broad sense — the history, plus case studies for your industry, both positive and negative — helping staff understand where things can go wrong.

  • Multi-week series

    Build-with-AI series

    Multi-week sessions progressing to fully built and deployed apps, from AI basics to using Claude Code, Terminal, Xcode and other relevant tools for your industry.

Earlier Work

Data, privacy and visualization projects from my MFA and media-lab years, incubated at The Met Media Lab, MIT Media Lab, NYC Media Lab and the New Museum's NEW INC.

DATA X · 2016–17 · Co-founder

Data Selfie

A browser extension that shows you what your Facebook data says about you, as the machines read it. Developed through NEW INC (2016 cohort) and the NY Media Lab Combine (2016).

70,000+ installs · Index Award nominee
Holobiont Urbanism: radial tree of the microbes found in a Sydney beehive, 306 Elizabeth St.
MIT Media Lab · 2015–16 · Research fellow

Holobiont Urbanism

Revealing the microbiological world of cities. Honeybees and modified hives collect samples, which are genetically sequenced and turned into 3D web visualizations of each city's microbial neighborhoods. Made with the Playful Systems group, Dr. Chris Mason, Dr. Elizabeth Henaff and others. It grew out of my Parsons thesis on mapping NYC's microbiome.

The HipHop Project web app: rapper portraits above lyric words paired with works from The Met's collection
The Met Media Lab · 2015

Rappers Delight

A web app that uses hip hop to bring younger audiences into The Met's collection. It pairs the Genius (RapGenius) API with The Met's own API across 13 culturally influential rappers.

The Met Media Lab Expo · NYC Media Lab Showcase

Writing

In progress · 2026

Design Manifesto for a New Earth

A design manifesto for the age of AI. It moves from the cosmos down to the everyday, in four parts, and its central question is whether power in technology concentrates or distributes.

The four parts

IThe TechnoSphere in the age of the singularity
IIPowers of Ten: from the cosmos to the quark
IIIEcological ontology and intelligence
IVModeling Ancestral Design and Technology

About

Portrait of Regina Flores Mir
Regina Flores MirNew York

Regina Flores Mir is an AI consultant and educator whose career spans astrophysics, quantitative finance, and design and technology. She works with founders and corporate teams on data architecture and agentic AI systems, from strategy and workflow automation to full-stack builds. Her work has been incubated at The Met Media Lab, NYC Media Lab and the New Museum's NEW INC, and her MIT Media Lab work went to the 2016 Venice Biennale. She holds degrees from Columbia University and Parsons School of Design, where she teaches in the department of Design and Technology and Data Visualization.