I build AI for Medical Imaging
I’m a Principal Research Scientist at whiterabbit.ai, a startup in SF Bay Area, California.
I also write about the Deep Learning, Programming and Food on my Blog and on Twitter.
Featured Posts
- YOLO-v4 Object Detector
Object detection is useful for understanding what’s in an image, describing both what is in an image and where those objects are found. In general, there are two different approaches for this task –
0 - My Deep Learning Workstation Setup
Lately, a lot of my friends have been asking about my deep learning workstation setup. In this post I am going to describe my hardware, OS, and different packages that I use. In particular, based on the question, I found that the most of the interest have been around managing different python versions, and modules like pytorch/tensorflow libraries etc.
0 - A Practical Guide to Tree Based Learning Algorithms
Tree based learning algorithms are quite common in data science competitions. These algorithms empower predictive models with high accuracy, stability and ease of interpretation. Unlike linear models, they map non-linear relationships quite well. Common examples of tree based models are: decision trees, random forest, and boosted trees.
0 - Support Vector Machines
In this post we will explore a class of machine learning methods called Support Vector Machines also known commonly as SVM.
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