IMDB WebApp For Data Analysis (JavaScript, MySQL, Express)
• Built an IMDB data management system which allows users to query any movie, series, cast, etc. to find their
detailed information in the most efficient and user-friendly way possible.
• Wrote Python scripts for data scrappers to gather data from OMDb API and official IMDB data sets.
• Performed data preprocessing and cleaning using Pandas and generated schema tables in MySQL database.
• Designed frontend in vanilla JS with Express, NodeJS in the backend.

Flask Blogging WebApp Using Docker (Flask, MongoDB, Docker)
• Built a user registration and blogging WebApp using Flask’s Restful framework with a MongoDB database.
• Coded Docker image to generate application container for easy portability.

Subreddit Prediction Model (Python, Jupyter, Machine Learning)
• Developed a Subreddit category predictive model which determines which subreddit the user query belongs to.
• Achieved 80?curacy by using SVM and Random Forest classifiers on three different filter settings.

Built a user registration and blogging WebApp using Flasks Restful framework with a MongoDB database. Coded Docker image to generate application container for easy portability.