Agnieszka Szefer
Member Of Technical Staff at Kiso Technology
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolAgnieszka Szefer is a seasoned machine learning and data engineering leader with 12 years of experience building data-driven products and teams across startups and venture-backed firms. She has a proven track record as a founder—bootstrapping an AI-driven marketplace that reached profitability within a year—and as a hands-on director who led data initiatives at Bain Capital Ventures to systematize sourcing and investing. Comfortable spanning strategy to implementation, she pioneered early adoption of OpenAI APIs at Stitch Fix and built frameworks that made advanced models accessible to product and data teams. Based in San Francisco with an Imperial College MEng, Agnieszka combines technical depth in ML systems with operational rigor from running near‑autonomous platforms and advising R&D-funded ventures. Notably, she blends founder grit with institutional experience, often incubating ideas in community settings like South Park Commons before scaling them.
12 years of coding experience
11 years of employment as a software developer
The International Baccalaureate Diploma Programme, The International Baccalaureate Diploma Programme at Bilingual High School No. 3 in GdyniaMaster of Engineering (MEng), Computer Science, Master of Engineering (MEng), Computer Science at Imperial College LondonWitold Lutoslawski Music School
English, Polish, German, Spanish, Chinese, Russian, Romanian
Github Skills (21)
streamlit9
data-visualization8
data-analysis8
developer-tools8
python8
deep-learning8
machine-learning8
polyphonic8
data-science8
bokeh7
wav7
fastest7
piano7
pandas7
music6
Programming languages (3)
Github contributions (5)
Agerrr/Automated_Music_Transcription
Nov 2014 - Jan 2015
Contributions:14 commits, 2 PRs, 16 pushes in 2 months
notessheetwavaudiopiano-music
JordanLittell/RentMe
Aug 2015 - Aug 2015
Contributions:45 pushes in 3 days
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