Machine Learning Engineer

• Aug 2022 - Present

Machine Learning Consultant

• Oct 2021 - Aug 2022

• Worked on the FP/FN analysis to improve the TPR of the Object detection model. • Worked on the data augmentation techniques and implemented from scratch to improve the accuracy of the model • Worked on the distributed training on sagemaker using horovod • Model Training and Testing using Tensorflow and Keras • Worked on the FP/FN analysis to improve the TPR of the Object detection model. • Worked on the data augmentation techniques and implemented from scratch to improve the accuracy of the model • Worked on the distributed training on sagemaker using horovod • Model Training and Testing using Tensorflow and Keras

Computer Vision Engineer

• Oct 2020 - Sep 2021

• Collaborated with the team to develop a pipeline that increased video processing rate for pose detection model from 1000/day to 1000/hour, improving work efficiency and eliminating manual data annotation work. • Utilized YOLO, Deepsort, Flownet, and Alphapose models for object detection, tracking, and action detection tasks for baseball player analysis. • Integration of the models using Django, capable of processing tasks asynchronously using Celery and RabbitMQ. • 3D Data handling using Blender and bpy module. Show less

Deep Learning Intern

• Jun 2020 - Sep 2020

Natural Language Processing Natural Language Processing

Software Developer Intern

• May 2019 - Jun 2019

I worked on the front-end side of the website https://www.finbyz.com I worked on the front-end side of the website https://www.finbyz.com