# Ryan Singman

> Trying to get Mypy to pass

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

Building a lower carbon cloud, at CarbonAware

## Work Experience
### Software Engineer @ Ramp
Jan 2025 – Present | San Francisco, California, United States

### Project Lead @ CarbonAware
Jan 2025 – Present | San Francisco Bay Area

### Software Engineer @ Cleanlab
Jan 2022 – Jan 2025 | Remote
• Designed and led implementation for a scalable data ingestion engine using AWS Lambda, AWS S3, and AWS SNS
• Architected and built a production-ready trustworthy LLM implementation capable of serving hundreds of requests per second
• Championed multiple observability initiatives, including session tracking, log aggregation,real-time alerting, and APM with industry standard tools such as Datadog and OpsGenie

### Machine Learning Engineer @ Heron Systems, Inc. (A Shield AI Company)
Jan 2021 – Jan 2022 | Alexandria, Virginia, United States
• Developed a job scheduler to allow for reliable execution of synchronous and asynchronous real-time tasks using Python
• Implemented dynamic and performant Python dataclass serialization using a custom just-in-time Protobuf compiler
• Built a hierarchical agent framework to enable behavior trees for reinforcement learning agents

### Software Infrastructure Intern @ Optiver
Jan 2021 – Jan 2021 | Chicago, Illinois, United States
• Developed tools and infrastructure to facilitate the safe execution and oversight of trading systems using Python
• Interfaced with 3rd party APIs (such as Slack) to provide convenient alerting of issues in production systems
• Created Django views to display server metrics across multiple data centers to allow for easier monitoring of system health

### Machine Learning Engineer Intern @ Heron Systems, Inc.
Jan 2020 – Jan 2021 | Alexandria, Virginia, United States
• Developed multiple league play implementations to encourage agent learning (skill-based matchmaking, AlphaStar)
• Utilized JIT compilation to speed up training and evaluation by up to 50%
• Aided the addition of Docker to the development workflow to increase reproducibility and productivity

### ECE Team Fellow @ SailBOT at VT
Jan 2019 – Jan 2021 | Blacksburg, VA
Experience with leading a team towards a challenging technical goal
Utilized Python object-oriented techniques to create an expandable and adaptable codebase
Oversaw implementation of computer vision and adaptive navigational techniques

### Software/Signal Processing Intern @ L3Harris Technologies
Jan 2019 – Jan 2020 | Centreville, VA
Aided integration of new products into signal processing tool chain
Used C to create multiple real-time data manipulation and analytics tools
Utilized C++ and Qt to implement a scalable, real-time display tool to aid future development

### Software Intern @ Sedna Digital Solutions, LLC
Jan 2016 – Jan 2019 | Manassas, VA
Developed tools to aid development of SONAR software on submarines
Created a real-time spectrum analyzer using a combination of Python, Cython, and C
Produced a code generator to make python files using WSDL XML schema diagrams


## Education
### Bachelor of Science - BS in Machine Learning
Virginia Tech


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

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