Purushothaman Saravanan's Projects
List of resources for learning about modeling, operating, and using Amazon DynamoDB
Machine learning (ML) models were engineered after processing agricultural data and Regression models were deployed to predict the yield of 4 major crops. The developed models were then compared with each other to obtain the best performing model.
A cross-lingual SER that can learn language invariant representations without requiring target-language data labels
Comparison of various deep neural networks for recommendation systems
Using conditional variational autoencoders to manipulate the images
Deploying a LLM agent using AWS SageMaker and AWS Lambda
TensorRT implementation for PIDNet
TensorRT implementation for PIDNet
Blockchain based election system on Azure
Real-time sign language interpretation using CNN
Using signal processing based features to train and validate machine-learning algorithms to improve spectrum sensing and related problems in cognitive radios.
Deploy HuggingFace’s Stable Diffusion Pipeline with Triton Inference Server
Terrain Identification from Time Series Data
TensorRT plugins for custom operators
Empirical evaluation and analysis of state-of-the-art methods for unsupervised domain adaptation on OFFICE-31 dataset, a benchmark dataset for visual domain adaptation.
Visualization technique that gives insight into the function of intermediate feature layers and the operation of a Convolutional Neural Network.
TensorRT implementation of YOSO