CS Projects
During my undergrad course in Computer Engineering, I've done a number of academic and personal projects. These projects helped me become a better programmer.
1) Application of Convolutional Neural Networks to detect gravitational waves
-
Technologies used: Python, Tensorflow, Matplotlib
-
Used time-series data from LIGO observatory to build a machine-learning model that detects gravitational waves
2) Whatsapp web crawler to gauge online presence on the app
-
Technologies used: Python, Selenium, Matplotlib
-
Used Selenium to scrape data from Whatsapp web in real-time to detect when a person is online or not. Further analysis was done on the data upon collection.
3) Amazon scraper to get price updates
-
Technologies used: Python, SMTP, Selenium
-
Used Selenium to get updates in changes of prices in real time.
-
Led me to buy my laptop at a huge discount.
4) Application of Dynamic Time Warping for LULC analysis
-
Technologies used: Python, Eel, Jinja
-
Used Dynamic Time Warping (a signal processing technique) to analyze time-series data gathered from the Landsat 2 satellite.
-
The analysis resulted in a classification of geographical regions in India based on Land Use and Land Cover (LULC).
