Byungjae Lee
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Byungjae Lee Email & Phone Number

NPU Library Software Engineer (ML Engineer and SW Engineer) at Rebellions
Location: Seoul, South Korea, Korea, Republic of 4 work roles 2 schools
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Current company
Role
NPU Library Software Engineer (ML Engineer and SW Engineer)
Location
Seoul, South Korea, Korea, Republic of
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Who is Byungjae Lee? Overview

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Byungjae Lee is listed as NPU Library Software Engineer (ML Engineer and SW Engineer) at Rebellions, a with 173 employees, based in Seoul, South Korea, Korea, Republic of. AeroLeads shows a matched LinkedIn profile for Byungjae Lee.

Byungjae Lee previously worked as Machine Learning Engineer at Rebellions Inc (리벨리온) and Machine Learning Researcher at Ai Research Lab, Hyundai Motor Company. Byungjae Lee holds Master’S Degree, Computer And Information Sciences from Inha University.

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Rebellions

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Profile bio

About Byungjae Lee

Currently working at Rebellions as a research engineer. Responsible to research and develop NPU acceleration library and application on it. It requires in-depth knowledge in deep learning, NPU architecture, and algorithms. 2019. 2nd place at ACDC-LungHP challenge (ISBI'19 Workshop)2017. 1st ranked at CAMELYON17 challenge (IEEE TMI'18)2016. 2nd place at ILSVRC 2016 VID (ECCV'16 workshop)2015. 2nd place at ILSVRC 2015 VID (ICCV'15 workshop)

Listed skills include Python, Deep Learning, Matlab, Object Detection, and 6 others.

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Rebellions
Rebellions
NPU Library Software Engineer (ML Engineer and SW Engineer)
Seoul, KR
Website
Employees
173
AeroLeads page
4 roles

Byungjae Lee work experience

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Npu Library Software Engineer (Ml Engineer And Sw Engineer)

Seoul, Kr

Machine Learning Engineer

Current

Seoul, South Korea

- Responsible to develop NPU libraries to incorporate sophisticated deep learning features through silicon-dedicated algorithms

May 2021 - Present

Machine Learning Researcher

Seoul, South Korea

- Responsible for research anomaly detection, semantic segmentation, and object detection for manufacturing automation- Developed deep learning based anomaly detection models for automated visual inspection systems- Developed a lightweight object detection model for in-vehicle monitoring system and deployed it to the edge device

Jan 2020 - May 2021

Machine Learning Researcher

Seoul, South Korea

- Researched topics related to semantic segmentation, and object detection for medical image analysis- Handled gigapixel(200,000 × 100,000) pathology images to develop deep learning models- Developed a tissue slide analysis product using deep learning models to detect cancer stroma, cancer epithelium, lymphocytes, etc- Developed a lung cancer segmentation model in pathology images- Developed a breast cancer detection and pN-stage classification model in pathology images

Feb 2017 - Oct 2019
2 education records

Byungjae Lee education

Master’S Degree, Computer And Information Sciences

Intelligence Technology Laboratory Main research interest includes computer vision, deep learning, object detection and multi-object.

Bachelor’S Degree, Information And Communication Engineering

Participate in Global MBA courses at Le Harve University in France, Magdeburg University in Germany, and Xiamen University in China, 2014.

FAQ

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What company does Byungjae Lee work for?

Byungjae Lee works for Rebellions.

What is Byungjae Lee's role at Rebellions?

Byungjae Lee is listed as NPU Library Software Engineer (ML Engineer and SW Engineer) at Rebellions.

Where is Byungjae Lee based?

Byungjae Lee is based in Seoul, South Korea, Korea, Republic of while working with Rebellions.

What companies has Byungjae Lee worked for?

Byungjae Lee has worked for Rebellions, Rebellions Inc (리벨리온), Ai Research Lab, Hyundai Motor Company, and Lunit.

How can I contact Byungjae Lee?

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What schools did Byungjae Lee attend?

Byungjae Lee holds Master’S Degree, Computer And Information Sciences from Inha University.

What skills is Byungjae Lee known for?

Byungjae Lee is listed with skills including Python, Deep Learning, Matlab, Object Detection, R, Machine Learning, Tensorflow, and Caffe.

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