Logesh Kumar Umapathi
Welcome to my little place on the internet! Here I document my thoughts on Machine learning and NLP. Know more about me . My socials -
Agent Interfaces: Bridging LLMs and Software Engineering
Aug 3, 2024It is well-established that LLMs are useful at coding. With the ongoing advancement in their code refinement abilities with execution feedback, and increasing context length, coupled with decreasing costs,it is...
How to do more with less data ?— Active learning
Sep 26, 2020Photo by Prateek Katyal on Unsplash If the machine learning projects are icebergs, then the parts that are underwater are the labelling and other data efforts that go into the...
What does a Fine-tuned BERT model look at ?.
Nov 28, 2019An attempt to understand features and patterns learnt by a Fine-tuned BERT model Photo by Katarzyna Pe on Unsplash *Note: This content was part of my talk at Analytics Vidhya’s...
A Visual intuition of Bayes Rule
Jul 25, 2019A question from Quora made me think about the intuition of Bayes theorem, so I tried to work out a visual intuition from one of the scenarios mentioned in the...
A Handy pre-trained model for language Identification
Mar 17, 2019I was trying to find solutions to gracefully handle Non-English based input to one of our deep learning-based NLP model which was trained only on English samples. Non-English words are...
Building an AWS lambda service to return binary data (image) as a response without Access header.
Oct 9, 2018The other day I was trying my hands at building a lambda service. As with other AWS offerings, it was not very user-friendly. Thanks to libraries like Claudia.js which made...