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My Projects


My project focused on determining stock sentiments using Natural Language Processing. Sentimenta is a website focused on helping users decide which companies to invest in.

I used NLP and extracted news articles from various news outlets, extracted company names and the headlines in which they appeared, and finally calculated companies’ overall sentiments (positive/negative) based on various keywords found in the headlines.

I designed layout of the website for ease of viewing. I am regularly improving the user interface and accuracy of data.

Software/Tools used: Python, MySQL, Linux, Apache, AWS EC2 and S3, Route 53, Jupyter Notebook, and NLTK.


Created a dashboard to visualize Tempe accidents given different inputs of time, day, month, year, weather condition, direction, and more.



Skills


Programming Languages

  • Python
  • R
  • SQL, MySQL
  • Scala
  • HTML

Tools

  • Tableau
  • RStudio
  • RShiny
  • Jupyter Notebook
  • DataBricks
  • Github
  • Git
  • AWS EC2 and S3
  • Route 53

Relevant Coursework

  • Big Data Analytics
  • Data Wrangling
  • Data Analysis
  • Data Visualization
  • Statistics and Probability
  • Regression Topics
  • Program Evaluation