Name: Sowmya Mruthyunjaya
Type: User
Company: San Jose State University
Bio: Machine learning engineer interested in CV, DNN for image processing, 3D object detection, GAN, transformers, NLP, Time series
Twitter: SowmyaMruthyun1
Location: San Jose, CA
Blog: https://www.linkedin.com/in/sowmya-mruthyunjaya-8039a4187/
Sowmya Mruthyunjaya's Projects
Project on 3D Object Detection using Lyft's level5 dataset. Obtained mAP of 0.045 on the private leader board on kaggle and ranked in the top 20% among all teams participated in the competition.
The questions are listed on Leetcode under 'Amazon OA' title, some solutions are gathered from different comments, some of them are my solutions. It is good to have them in one place. Enjoy. You can find the list on leetcode here: https://leetcode.com/discuss/interview-question/344650/Amazon-Online-Assessment-Questions
Dataset - German traffic sign. Image classification
Lyft 3D object detection using LIDAR point cloud data
255 term project
Breast cancer tumor classification using machine learning models
Dataset - Berkeley Deep Drive , 3D object detection
TERM PROJECT
Google, Facebook, Amazon, Microsoft, Netflix tech interview questions
Learn deep learning with tensorflow2.0, keras and python through this comprehensive deep learning tutorial series. Learn deep learning from scratch. Deep learning series for beginners. Tensorflow tutorials, tensorflow 2.0 tutorial. deep learning tutorial python.
PROGRAMMING ASSIGNMENT
Solving LeetCode Problems in Python!:)
LeetCode Problems' Solutions
Leetcode solutions
Demonstrate all the questions on LeetCode in the form of animation.(用动画的形式呈现解LeetCode题目的思路)