Sara Adkins

AI Music Technologist at Suno

Boston, Massachusetts, United States
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Summary

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Rockstar
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Sara Adkins is an AI music technologist and machine learning engineer with 11 years of experience blending music performance and production-grade ML systems. She currently builds generative music tools at Suno and previously shipped high-performance LLM inference software at Neural Magic while also designing real-time generative engines used by hundreds of Twitch streamers. A Fulbright-funded MS in Sound and Music Computing underpins her research on steerable Transformer-XL models that generate loopable musical phrases—work that earned an Outstanding Student Award at EvoMUSART. At Bose she bridged research and product, optimizing speech-enhancement models to run on embedded devices and leading generative audio projects that produced patents and prototypes. Equally at home onstage live-coding with Tidal Cycles and looping electric guitar, she focuses on human-AI improvisation and timbre synthesis, bringing performer-first constraints to algorithm design. Notably, she has practical experience translating SOTA sparsification and quantization research into production-ready inference stacks.
code11 years of coding experience
job6 years of employment as a software developer
bookBachelor of Computer Science and Arts Computer Science and Music Technology, Bachelor of Computer Science and Arts Computer Science and Music Technology at Carnegie Mellon University
bookMaster of Science - MS Sound and Music Computing, Master of Science - MS Sound and Music Computing at Queen Mary University of London
languagesEnglish
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Github Skills (46)

transformers10
pytorch10
python10
machine-learning-models10
image-classification10
compression-algorithm10
machine-learning10
inference10
multimodal10
onnx10
llm-inference10
llm10
audio10
keras10
pruning10

Programming languages (8)

C#SuperColliderC++MaxJavaScriptPHPJupyter NotebookPython

Github contributions (5)

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Satrat/AR-Reverb

Nov 2019 - Dec 2020

Efficiently Simulating Environment Specific Sound Propagation for Microsoft HoloLens
Contributions:4 commits, 44 pushes, 1 branch in 1 year
hololens
Satrat/saraadkins_dot_com

Nov 2019 - Apr 2025

Portfolio Website
Contributions:1 review, 1 PR, 12 pushes in 5 years 6 months
cssjavascriptreactreactjs
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