Aseem Sangalay - Machine Learning Self Assessment

Technical Area:

  • Implementation of Web Scraping using BeautifulSoup and Selenium
  • Implementation TF-IDF, BERT and DistilBERT on scraped data

Management Area:

  • Organising weekly team meetings.
  • Managing and tracking the progress of each team member.

Tools:

  • Github
  • Jupyter Notebook/ Google Colab
  • Asana
  • GSuites
  • Slack

Soft Skills Gained:

  • Teamwork and Collaboration.
  • Problem Solving.
  • Presentation of Technical Work.

List of Meetings Attended:

  • Attended all the team meetings along with various other webinars and training.

Achievement Highlights:

  • Web scraping on 4 forums: Meta Discourse, Stack Exchange, Codeacademy and Code Chef.
  • Cleaning and pre-processing of the scrapped data and conversion to a CSV file.
  • Implemented TFidf, Simple Transformers, BERT and DistilBERT on the prepared dataset.

Goals for the upcoming week:

  • Deployment of the Model on AWS.