Vivek SasikumarThe swamp of middle managers in Advanced Data AnalyticsIn the landscape of modern business, data analytics stands as a cornerstone for decision-making. With corporations investing substantial…Mar 5Mar 5
Vivek SasikumarJIRA API — Data Ingestion into Databricks with PythonRecently, I worked on creating data ingestion pipeline from JIRA for reporting and data insights on high impact Project Delivery for the…Aug 25, 20231Aug 25, 20231
Vivek SasikumarSecurely run Jupyter Notebook on desktop/server and access remotely with laptop — SSHI have a powerful desktop with GPU that I use for training which is located in my home office. But I usually prefer to code on my laptop…Mar 30, 2020Mar 30, 2020
Vivek SasikumarDeploy ML model — Flask, Docker, docker-composeIn this article, I will create a simple ML model for the famous Breast Cancer data set from sklearn. Then I will:Mar 23, 2020Mar 23, 2020
Vivek SasikumarDeploying Deep Learning models (PyTorch NLP) with Flask and DockerAfter training of your PyTorch model, how would one deploy the model in production?Mar 10, 2020Mar 10, 2020
Vivek SasikumarNeural Style Transfer — Image style transfer with PyTorchNeural image transfer uses the style of one image and content from another image to generate a hybrid image transferring content and style…May 7, 2019May 7, 2019
Vivek SasikumarNatural Language Processing — Topic modelling (including latent Dirichlet allocation-LDA &…I have been working on NLP for some time now and thought that I would put together a list of tools & libraries that I normally use for…Mar 1, 20191Mar 1, 20191
Vivek SasikumarTranslation or Answer tool: seq2seq with teacher forcing and attention mechanismJust finished building an NLP chatbot with deep learning model using encoder-decoder architecture with attention vector along with teacher…Feb 6, 20193Feb 6, 20193
Vivek SasikumarImage classification — CNN with PyTorchI recently finished work on a CNN image classification using PyTorch library. As per wikipedia, “PyTorch is an open source machine…Nov 6, 20182Nov 6, 20182
