Andrea Mackie
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Portfolio · 2026

Andrea Mackie

Co-Founder · Product Leader · AI & Machine Learning

An Ivy League engineer turned CEO. I build products from zero to launch, and to $1.5B in digital sales.

Selected Work

Brands I've launched 0→1

  • Jack in the Box
  • Smoothie King
  • El Pollo Loco
  • Jacksons
  • Wingstop Intl.

About

Andrea Mackie, an Ivy League alumna, is a co-founder and product leader who began as an engineer and now operates as CEO.

She has launched 10+ products from zero to one across consumer tech, payments, and AI, reaching 100M+ users and $1.5B in digital sales.

She holds a Master's in Computer Science from the University of Pennsylvania. Today she works on her startup and takes on a small number of high-impact consulting and app-build engagements.

Master's in Computer Science · University of Pennsylvania
University of Pennsylvania
Portrait

Selected impact

$0.0Bin digital sales
0M+users reached
$0Mcontract secured
0+products launched 0→1
MCITMaster's in Computer Science · UPenn

Selected work

Case studies

Props · Header
Props · Launch
Props · DJ
Founder / CEO · Live now

Props

“Concept to design to the App Store: 300 users and a $450 average transaction in the first three weeks.”

Founder and product lead. Defined the vision, validated the core use case, and shipped a live luxury talent product with a lean, hands-on team.

0
Users · 3 weeks
$0
Avg. transaction
Jack in the Box · ordering
Jack in the Box · rewards
0→1 App Launch · QSR

Jack in the Box

“A net-new ordering experience for one of America's largest QSR brands, from discovery through launch.”

Owned the roadmap across iOS, Android and Web with a 50+ cross-functional team. Used GA4 to define a nighttime persona, then shipped targeted push and a customizable Munchie Meal that lifted average order value from $8 to $11. Relaunched an upsell cut from MVP, adding 15% to AOV in a month.

+0%
AOV · $8 to $11
+0%
Upsell AOV · 1 month
0+
Cross-fn team
Smoothie King · order online
Smoothie King · rewards
Go-to-Market · Loyalty & Payments

Smoothie King

Scan-to-Pay & Stored Value

“300,000 loyalty sign-ups in ninety days, and a $4M health-first roadmap win.”

Owned go-to-market for a net-new scan-to-pay and stored-value app, lifting loyalty and scan-to-pay sign-ups roughly 10% (about 300,000 users in 90 days). When the CMO wanted to reach health-conscious members, I pitched Apple Rings challenges and won them onto the two-year roadmap, a $4M bet.

0K
Sign-ups · 90 days
+0%
Scan-to-pay lift
$0M
Roadmap won
Jacksons · loyalty
Jacksons · sweepstakes
0→1 App Launch · Convenience & Fuel

Jacksons

Convenience & Fuel Loyalty

“A loyalty-targeted sweepstakes that lifted participation 30% at launch.”

Launched the 0→1 convenience and fuel app. Shipped a loyalty-targeted in-app sweepstakes that drove a 30% lift in participation post-launch, and designed user-defined profile fields for age-restricted alcohol and tobacco purchases, resolving the edge cases directly with engineering.

+0%
Sweepstakes entries
iOS · Android
Platforms shipped

More projects

El Pollo Loco

El Pollo Loco

0→1 app launch · digital ordering

↗
Jaggers

Jaggers

A Texas Roadhouse company

↗

Trajectory

Engineer → Product → CEO

A decade compounding: from control systems and offshore rigs, to shipping digital products at national scale, to founding my own.

Founder & CEO · Props

2026 to Present

Remote / Houston

  • Building a luxury talent marketplace: 300 users and a $450 average transaction within three weeks of launch.
  • Own product, engineering direction, and go-to-market end to end.

Director of Product, AI & Machine Learning · Independent Consulting

2025 to Present

Remote

  • Defined 0→1 product strategy for a computer-vision trading platform, validated through 20+ user interviews and a phased roadmap.
  • Led ML architecture evaluation across XGBoost, LSTM and YOLO in Python, turning technical tradeoffs into a clear product call for the C-suite.

Product Manager · Hathway (Acquired) / Bounteous

2021 to 2025

Remote

  • Reduced digital refund requests by 27% by diagnosing manual order-fire friction and shipping iPhone Live Activities as the real-time fix, exceeding the 20% target.
  • Selected by the VP of Product to own the internal Core platform, the shared codebase powering ordering across 15+ client brands.

Controls / Software Engineer · Schlumberger

2019 to 2021

Houston, TX

  • Built a new PLC-based control system central to landing a $3M contract, from architecture through delivery.
  • Created a product-owner function on a 15-person team, owning the backlog to bridge engineering and business.

Software Implementation Consultant · Peloton Computer Enterprise

2018 to 2019

Denver, CO

  • Migrated 10 energy operators from on-prem to SaaS (~1,000 licenses), lifting revenue 20% per client.
  • Onboarded and migrated 5 clients from a third-party platform at 100% retention.

Project Engineer · Ampelmann

2018

Houston, TX

  • Drove 3 contract extensions and $40K/month incremental revenue per customer as the sole Americas engineer.
  • Executed offshore projects across Trinidad, Mexico, Venezuela and the Netherlands, keeping costs ~95% on track.

Global Operations Engineering Intern · Baker Hughes, a GE Company

2017 to 2018

Houston, TX

  • Redesigned global freight-charge calculations, cutting profit leakage through systematic analysis.
  • Internship extended from 6 to 8 months for performance.

University of Pennsylvania

Master's in Computer Science & Information Technology

Colorado School of Mines

B.S. Petroleum Engineering · EIT