# Shaheen Lavie-Rouse

> Data and music move me forward

Location: San Francisco, California, United States
Profile: https://flows.cv/shaheenlavierouse

Helping musicians make more money with less effort • Previously: PM specializing in data-intensive products for Lyft’s customers and developers • data scientist during Lyft’s 200% YoY hypergrowth

## Work Experience
### Forward Deployed Engineer @ ElevenLabs
Jan 2025 – Present | San Francisco Bay Area
Forward Deployed Engineer - Deployment Strategist
* Agents Platform

### Founder and CEO @ Hire Notes
Jan 2024 – Jan 2025 | San Francisco Bay Area
Effortless live music bookings - automate and simplify every step of booking live music
* Build Cadence - AI booking agent
* Grow musician earnings to $8M
* Code full stack app, front end, back end, AI features, API integrations
* Grow to 3K listed musicians and 5 enterprise scale clients with 100% yoy retention

### Senior Product Manager @ Lyft
Jan 2021 – Jan 2024 | San Francisco Bay Area
Marketplace team (2023-): Migrate Lyft to a human-in-the-loop ML architecture for market management, improving the ROI on Lyft’s $1B/year in growth spending

Fleet team (2021-2023): Led Lyft’s Connected Car initiative, integrating vehicle metadata and real-time vehicle data to increase personalization, safety, and accuracy for drivers, riders, and our operations, while reducing costs 50%

### Product Manager @ Lyft
Jan 2020 – Jan 2021
Data & ML Platform team - Upleveled Lyft’s data tooling to increase productivity for data scientists, data engineers, and ML engineers. Introduced new internal tools with up to +50pts developer NPS vs. legacy vendors.

### Senior Data Scientist @ Lyft
Jan 2019 – Jan 2020 | San Francisco Bay Area
Decision science products team - Optimized and allocated Lyft’s ~$1.2B in annual growth spending across regions and levers to keep the markets balanced between supply and demand

### Data Scientist @ Lyft
Jan 2017 – Jan 2019 | San Francisco Bay Area
Growth team

### Senior Analyst @ Analysis Group
Jan 2013 – Jan 2017 | Boston and Menlo Park
Worked with clients ranging from the NFL to SCOTUS litigators. Eventually specialized in healthcare strategy, guiding pricing and product development decisions for 31 therapies, most generating over $1B annually in sales

### Expert in Residence: Front End Web Development @ General Assembly
Jan 2014 – Jan 2014
On the instructional team member for front-end web development class, mentored students final projects, and got a team together to participate at the TechCrunch Disrupt NYC Hackathon.

### Research Consultant @ UNDP
Jan 2012 – Jan 2014
Coded analyses of large-scale panel surveys to support policy recommendations and co-authored peer reviewed publications on topics of human development growth, economic growth, and child labor.

### Research Assistant, Program on Indian Economic Policies @ Columbia University
Jan 2011 – Jan 2012
Conducted econometric analysis behind published research into entrepreneurship in India.

### String Fellow @ A Far Cry Orchestra
Jan 2012 – Jan 2012
Performed cello with GRAMMY nominated conductor-less orchestra. Designed marketing survey.


## Education
### Bachelor of Science in Quantitative Economics
Tufts University

### Bachelor of Music in Cello Performance
New England Conservatory of Music

### Graduate Assistant in The Peabody Institute
The Johns Hopkins University


## Contact & Social
- LinkedIn: https://linkedin.com/in/slavierouse

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Source: https://flows.cv/shaheenlavierouse
JSON Resume: https://flows.cv/shaheenlavierouse/resume.json
Last updated: 2026-04-11