ASH KATNORIAGITHUBPHOTOGRAPHYINSTAGRAM

EPISODE: 4, LR: 1e-5, EPS: 0.5

Full Stack Machine LearningFull Stack Software Development\text{Full Stack Machine Learning} \cup \text {Full Stack Software Development}

I have over 19 years of experience in building and shipping technology solutions. For the most part, i.e 14+ years, I worked as a fintech professional at ABN AMRO and The Royal Bank of Scotland. During my time there, I built Pricing and Trade Capture systems for Derivatives Trading business; Automated middle and back-office processes for Fixed Income and Prime Brokerage business in Tokyo and helped establish ION based Electronic trading platform for Fixed Income e-commerce business in Singapore and Tokyo.

I am currently interested in building data-driven intelligent products using Software 2.0 and find Representation Learning and Reinforcement Learning very interesting. As a result, the posts on this website are on Deep Learning in Computer Vision, Natural Language Processing, and Reinforcement Learning.

INTERESTS

I love to build

SOFTWARE STACK

DEEP LEARNING: Keras, Pytorch, Tensorflow

PYTHON: Scikit-learn, Pandas, Numpy, Dask, Flask, Matplotlib, Altair, Bokeh, Dash

R: Tidyverse (ggplot2, dplyr, tidyr, tidytext), Notebooks

TOOLS: Conda, Docker, Jupyter Lab + Notebook, R Studio

JAVASCRIPT: React, D3, Node

PLATFORMS: AWS, Digital Ocean, Google Cloud Platform, Firebase

Previously I worked with C# and JAVA based technologies for more than a decade to build fintech solutions.

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