Miran Heo
Research Scientist at Meta
New York, New York, United States
Summary
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SeniorMinho Heo is a software engineer and PhD candidate in Artificial Intelligence at KAIST with eight years of experience building and optimizing ML-driven systems. He has applied his skills across industry and academia—from performance-tuning deep neural networks and managing data pipelines at Hyprsense to a research stint at UC Irvine and a brief engineering role at Epic Games. Based in Seoul, he combines hands-on engineering with research rigor, currently pursuing advanced AI research while maintaining practical experience in data collection tooling and model speed/accuracy trade-offs. A former undergraduate TA and web-club developer, he brings both teaching experience and product-oriented execution to research projects. Notably, his profile lists Research Scientist work at Meta on GitHub, signaling exposure to large-scale ML environments beyond his public roles.
8 years of coding experience
Github Skills (11)
object-detection10
visual-recognition10
segmentation10
detectron10
instance-segmentation3
pytorch2
benchmark2
semantic-segmentation2
video-processing1
gpt1
large-language-models1
Programming languages (1)
Github contributions (5)
miranheo/GenVIS
Nov 2022 - Mar 2023
[CVPR'23] A Generalized Framework for Video Instance Segmentation
Contributions:6 commits, 11 pushes, 8 comments in 3 months
instance-segmentation
miranheo/human-vis
Feb 2022 - Mar 2022
Contributions:40 pushes, 3 branches in 17 days
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