Hello!
I'm Logesh Kumar Umapathi, a Data Scientist specializing in NLP, Deep learning and Machine learning. I build intelligent applications & experiences from ground up.
Get in touch logeshkumaru@gmail.com
I'm currently a Senior Consultant at Saama building NLP products with some awesome people. I am also a Mentor at Springboard, helping future Machine learning engineers and Data scientists in the weekends.
When I'm not in front of a computer screen, I'm probably playing badminton, photographing, or reading a book.
- Python
- Javascript
- Scala
- HTML
- CSS
- Pytorch
- Tensorflow
- Sklearn
- Node
- Apache Spark
- AWS Sagemaker
- API Dev & Management
- Lambda
- Circle CI
- Docker
- EC2
- Bash
- Git & Github
- Chrome DevTools
- Postman
An attempt to understand features and patterns learnt by a Fine-tuned BERT model
Article exploring visual intuition of bayes rule.
Article featured in Becominghuman.ai on using a language identifcation model.
Article briefing common mistakes that are to be avoided in a tensorflow model.
Article describing a workaround solution to return binary data from lambda service.
A talk focussing on the realities of ML and its biases. Cutting through the hype
A talk and Demo on how to get started in ML and build a quick prototype.
This hack session would include the techniques that can be used to interpret the decisions of RNNs, LSTMs and Transformer models.
A very light weight but accurate API for language identificaiton that Detects 170 + natural languages , hosted on Aws Lambda and published on Rapid API Marketplace
A scaffolding for keras and tensorflow with some callbacks , metrics and logs inbuilt.
A Repo to elaborate on two of my many attempts at solving Quora Insincere Questions Classification competition