# Matthew Ambrogi

> AI Engineer

Location: New York, New York, United States
Profile: https://flows.cv/matthewambrogi

AI Engineer building agents. 

You can find more about me on my personal site: mattambrogi.com

## Work Experience
### Software Engineer, AI @ MyCase
Jan 2022 – Present
Helped start MyCase's AI team. 
- Designed and shipped Case Assistant to GA - an agent for knowledge work and synthesis across case data. Own agent architecture, prompting, evals, and observability.
- Contributed to core AI platform infrastructure (RAG, streaming, agent abstractions) used by teams across parent company.
- Prior to AI team built fullstack features for accounting product during 4x growth.

### Recurse Center @ Recurse Center
Jan 2022 – Jan 2022 | Remote
Took a break from work to write code and explore my interests. Recurse Center is a self directed retreat for programmers who want to work on their own projects. Built early GPT-3 applications, led an applied ML study group, and built full-stack web apps.

### Product Manager, Machine Learning Platform @ Capital One
Jan 2020 – Jan 2022
PM for Capital One's ML platform, supporting ~30 production models with hundreds of millions in P&L impact. Selected for first cohort of Capital One's APM program.

- Consolidated fragmented ML training workflows across data science teams onto centralized platform.
-Managed migration of business-critical models (fraud detection, credit risk) to Kubernetes-based infrastructure.
- Bridged machine learning engineers and platform engineering teams, translating user needs into technical architecture decisions.

### Business Analyst @ Capital One
Jan 2019 – Jan 2020 | Washington D.C. Metro Area
Analyzed customer experience data to drive product and servicing improvements. Lots of SQL and Python.
- Led adoption of Python for automated reporting in my org—reduced time to complete key reports by 75%.
- Identified systemic autopay issue impacting millions of customers; presented findings to leadership.
- Built monitoring analytics for complaint identification ML model.
- Identified and eliminated unnecessary exposure of sensitive customer data to thousands of call center agents through analysis of servicing product data.

### Product Management Intern @ Alarm.com
Jan 2018 – Jan 2018 | McLean, VA
IOT Product Manager. Worked between our developers and partners to integrate third party devices to the Alarm.com platform.

### Operations Intern @ Atlas Lane
Jan 2017 – Jan 2017 | Washington D.C. Metro Area
Jack of all trades at property management startup.

### Community Consultant/Engineer Intern @ Social Entrepreneur Corps
Jan 2016 – Jan 2016 | Granada, Nicaragua
Worked with Nicaraguan entrepreneurs ensure the profitability and sustainability of their businesses.


## Education
### Bachelor of Science - BS in Engineering & Product Management
University of Maryland

### International Development in Cultural Preservation
Where There Be Dragons - Life Along the Mekong


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

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Source: https://flows.cv/matthewambrogi
JSON Resume: https://flows.cv/matthewambrogi/resume.json
Last updated: 2026-04-13