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1. Sentiment-analysis-from-MLOps-paradigm Sentiment-analysis-from-MLOps-paradigm Public

   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…

   Python 13 4

2. Deploying-an-end-to-end-keyword-spotting-model-into-cloud-server-by-integrating-CI-CD-pipeline Deploying-an-end-to-end-keyword-spotting-model-into-cloud-server-by-integrating-CI-CD-pipeline Public

   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…

   PureBasic 15 6

3. Serving-federated-trained-models-using-tensorflow-serving-and-docker Serving-federated-trained-models-using-tensorflow-serving-and-docker Public

   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…

   Python 3

4. Explaining-deep-learning-models-for-detecting-anomalies-in-time-series-data-RnD-project Explaining-deep-learning-models-for-detecting-anomalies-in-time-series-data-RnD-project Public

   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…

   Jupyter Notebook 26 6

5. Expandable-image-classification-system-using-Places365-Convnet-and-One-vs-All-Classifier- Expandable-image-classification-system-using-Places365-Convnet-and-One-vs-All-Classifier- Public

   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…

   Python 1

6. iBot---A-Conversational-and-Interactive-AI-Bot__Bachelor-Thesis__ iBot---A-Conversational-and-Interactive-AI-Bot__Bachelor-Thesis__ Public

   I developed "Intelligent Bot [iBot]" which is a programmed application that performs an automated task in a conversational format using supervised learning [ML Paradigm] and Natural Language Proces…

   C# 1 1