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1. processing-advertisements processing-advertisements Public

   Processing image advertisements to predict the context conveyed through them using CNNs. The images are further visualised using GradCAM to understand how the first and the last layers perceive the…

   Jupyter Notebook

2. chest-x-ray-classification chest-x-ray-classification Public

   This study tries to compare the detection of lung diseases using xray scans from three different datasets using three different neural network architectures using Pytorch and perform an ablation st…

   Jupyter Notebook 1

3. news-recommender news-recommender Public

   This is a news recommender system that uses beautiful-soup to scrape news articles, their categories and descriptions to create a data dump. It then uses word embedding techniques such tf-idf, word…

   Jupyter Notebook 1 1

4. football-player-prediction football-player-prediction Public

   There is an intense transfer speculation that surrounds all major player transfers today. An important part of negotiations is predicting the fair market price for a player. Therefore, we are predi…

   Jupyter Notebook 4

5. data-ingestion-pipeline data-ingestion-pipeline Public

   It is kubernetes microservice that ingests Steam data, deployed as a service using sQLite for storing processes followed by an event driven message queue controlled by RabbitMQ. This message queue …

   Python 1 1

6. employee-information-retrieval-system employee-information-retrieval-system Public

   An information retrieval system constructed using Flask to perform ETL operations while ingesting New York Payroll data and provide a frontend user interface for manipulating filters and queries.

   Python