MegaBytten

Convolutional Neural Network (CNN) for Cervical Cancer Prediction

Deployed Scikit-Learn Model on AWS

An inference API for a logistic regression model predicting whether houses are Multi- or Single-tenancy based on motion sensor data. Inference API deployed on serverless, scalable infrastructure backed by AWS.

End-to-End Crossflow Filtration Model

Developed full-stack, end-to-end model for predicting crossflow filtration experimental set ups. Model is exposed as an Inference API via the associated web page.

Access-gated with the username "megabytten" and password "password", feel free to play around with the model.

Twitter Scraper and Sentiment Analysis

Run distributed twitter scrapers to build your own data

A multi-purpose tool. Contains automation-friendly, single-threaded and distributable Playwright-based python scripts configured for command line usage. Further contains a python script using Natural Language Processing (NLP) libraries to conduct sentiment analysis on extracted twitter data. Sample data is available, to see what kind of data it extracts - along with an example sentiment analysis graph on data extracted with the scripts.