Vishal Reddy Mekala's repositories
genre-classification-neuralnetworks
Classified spotify tracks into it's respective genre using feed forward neural networks. Obtained prediction sets using conformal inference techniques by defining score functions. Performed permutation tests such as variable exclusion tests to identify significant features.
survival-analysis-customer-churn
Implemented Survival Analysis methods to understand Customer Churn in the telecom industry. Also identified variables that greatly affected customer churn!
twitter-search-application
Repository containing the code for the Twitter Search Application designed using PostgreSQL, MongoDB and Fast API/Uvicorn.
nlp-text-summarization
The project aims to utilize pre-trained Large Language Models (LLMs) for text summarization through diverse fine-tuning techniques. Comparative analysis with baseline RNN/LSTM language models is undertaken, utilizing established metrics such as Rouge score and BLEU.