Researcher

• Apr 2020 - Present

■Road Detection Project◦Lane Detection research and Development■Fallen Object Detection for Self-Driving Car◦DNN model evaluation in ROS node on Jetson AGX Xavier by converting PyTorch model to TensorRT engine◦Prior Work improvement (Co-Author of NeurIPS2021 Workshop)◦Propose the new methods except for the above, implement one of them from scratch and check the effectiveness ofthe others by building prototypes (Preparing Patent)■Highway Project◦Develop automatic camera calibration and road area estimation◦Bird-Eye-View and Car 3D Box Estimation■Company Promotion (Hyperlink is attached on my resume)◦ Tech Blog - Virtual Try-on paper introduction - Zero-Shot Object Detection Survey◦ Presentation - Zero-Shot Object Detection

Data Scientist

• Dec 2019 - Feb 2020

Engineer

• Jun 2019 - Sep 2019

- Face Recognition System Development on Embedded Device- Autonomous Vehicle Path Planning Visualization - Face Recognition System Development on Embedded Device- Autonomous Vehicle Path Planning Visualization

Data Scientist

• Jan 2019 - Apr 2019

スパースモデリングを用いた画像特徴量の抽出Image feature extraction using Sparse Modeling スパースモデリングを用いた画像特徴量の抽出Image feature extraction using Sparse Modeling

Internship

• Feb 2019 - Feb 2019

Developing and Evaluation of Deep Neural Networks Model Compression Techniques for Vehicle on-board SoC. #ROS #TensorRT #Jetson Developing and Evaluation of Deep Neural Networks Model Compression Techniques for Vehicle on-board SoC. #ROS #TensorRT #Jetson

Internship

• Aug 2018 - Aug 2018

Designing and Developing Machine Learning Cloud Platform usingAWS#SageMaker #AWS #Django #Machine Learning Designing and Developing Machine Learning Cloud Platform usingAWS#SageMaker #AWS #Django #Machine Learning