About

Hi there! I’m Poonam 👋 👩‍💻

I’m a software engineer interested in machine learning and Deep learning. I have written couple of data driven articles on kaggle and medium. I’m currently working on making AI accessible and affordable to masses at Jarvislabs.ai. I’m learning MLOps (How to put ML in production)

Kaggle

Competitions

1. Won a bronze medal (Top 10 %) for Quick, Draw! Doodle Recognition Challenge organized by Google Research.
2. Participated in APTOS 2019 Blindness Detection (Top 12%)

Kernels

1. Deep Neural Network Keras way (Most popular Kernel 1000+ votes)
2. Last cab to New York (Won award in Best Visualization category)
3. Real estate prediction on Zillow with prophet (Won weekly kernel award)

Blogs

Understanding Resnet Architecture

Medium

Wrote a blog post about weight intialization in neural networks in Towards Data Science Publication.

Why cautiously initializing deep neural networks matters?

📫 Follow me on Twitter