Aerin Kim
Co-Founder at Miraflow
San Francisco Bay Area United States
Summary
👤
Senior🎓
Top SchoolAerin Kim is a founder and engineering leader with 11 years of experience building high-performance ML and data teams and shipping production-grade systems from research prototypes to enterprise deployments. Based in the San Francisco Bay Area, she has led ML engineering at Scale AI—driving multimodal data pipelines, human-in-the-loop labeling, and benchmark publications for top conferences—and previously built NLP and synthetic-data solutions at Microsoft. She blends hands-on software work (including backend contributions to a Python 3D rendering library) with people-first leadership that develops engineers’ strengths and courage to own outcomes. Her background spans finance, adtech, and ML, giving her a rare mix of product sensibility, quantitative rigor, and operational experience. As a co-founder at Miraflow she now focuses on leveraging visual storytelling to attract customers while scaling technical teams. Collected across Columbia, UW, and Yonsei, her training underpins a pragmatic, research-informed approach to building trustworthy ML systems.
11 years of coding experience
9 years of employment as a software developer
Master of Science - MS Computer Science, Master of Science - MS Computer Science at University of WashingtonMaster of Science (M.S.) Operations Research, Master of Science (M.S.) Operations Research at Columbia UniversityBachelor of Science (B.S.) Computer Science, Bachelor of Science (B.S.) Computer Science at Yonsei University
python, English
Stackoverflow
21,536reputation
6.7mreached
119answers
120questions
tensorflow
top-5%
neural-network
top-5%
iterator
top-5%
machine-learning
top-5%
pip
top-5%
nlp
top-5%
Github Skills (26)
3d-graphics10
python10
numpy10
keras10
image-processing9
json9
pytorch9
machine-learning9
tensorflow9
image-processor9
neural-network9
deep-learning9
nlp9
iterator9
pip9
Programming languages (10)
Github contributions (5)
ryu577/pyray
Jan 2018 - Jan 2022
A 3d rendering library written completely in python.
Role in this project:
Back-end Developer
Back-end DeveloperContributions:7 commits, 17 PRs in 4 years 1 month
Contributions summary:Aerin primarily contributed to the `pyray` library, focusing on 3D rendering functionalities and related utilities. Their work included implementing a sample method for cube visualization with cutting planes. They also improved the function for converting numbers to a base and made changes to the axis-drawing methods. Moreover, the user added functionality to create animations based on rotating cubes and their interaction with other elements.
3d-renderingrenderingpython3d-graphics
aerinkim/pyray
Jan 2018 - Feb 2022
A 3d rendering library written completely in python.
Contributions:42 pushes, 2 branches in 4 years 1 month
python3d-renderingrenderingpure-python3d
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