Tools and Services
YouTube Keyword Scraper
                Elevate your content with data-driven titles
                Obtain keywords for your video titles:
                YouTubeKWS allows you to visualise the frequency and engagement rates
                of keywords from the top 100 YouTube videos on any given topic.
              
Convolutional Neural Network (CNN) for Cervical Cancer Prediction
Serverless logistic regression API with CI/CD from Docker
An inference API for a logistic regression model predicting whether houses are multi-/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.
              
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