Kubeflow Deployment Manifests

This project promulgates an automated end-to-end ML pipeline that trains a biLSTM network for sentiment analysis, experiment tracking, benchmarking by model testing and evaluation, model transition…

OpenAI Whisper ASR Webservice API

A curated list of references for MLOps

Developed a regression model to predict the amount of Co2 emission from the automobiles using the Machine Learning algorithms such as Linear Regression and Polynomial Regression in Python

In this task, I developed code for my own facial recognition library using Eigen faces and OpenCV (i.e.) by using API or libraries and without any available APIs or libraries. Eigenvectors have man…

This research mini-project trains an expandable image classification system for place categorization which solves the closet-set limitation of convnets. The state-of-the-art Places365 convnet is tr…

This research work focuses on comparing the existing approaches to explain the decisions of models trained using time-series data and proposing the best-fit method that generates explanations for a…

This project is an amalgamation of research (federated training and comparison with normal training), development (data preprocessing, model training etc.) and deployment (model serving). It create…

The project is a concoction of research (audio signal processing, keyword spotting, ASR), development (audio data processing, deep neural network training, evaluation) and deployment (building mode…