Embedded Files
There are a number of projects on my GitHub profile. Below are some of the most recent projects.
Movie review text classifier
Movie review text classifier
I used a dataset of 50 000 IMDB movie reviews to train a Naive Bayes machine learning model to predict the sentiment of a movie review.
Languages: Python
Techniques: Machine Learning, Exploratory Data Analysis, data preprocessing
The jupyter notebook is here: movie_review_text_classifier
The detailed write-up is here:
Naive_Bayes_text_classifier.pdf
Data analysis of Covid-19 effect on economies
Data analysis of Covid-19 effect on economies
Analysis of a Kaggle dataset on economic performance during the first year of the Covid-19 pandemic.
Languages: Python
Techniques: Exploratory Data Analysis, data visualisation
The jupyter notebook is here: covid19_economic_effect_analysis
A detailed write-up is here:
Advisorbot for a currency trading app
Advisorbot for a currency trading app
Advisorbot is a tool to help crypto investors analyse the data available on the Merklerex currency exchange. Advisorbot is a command line-based tool. The trader can type a variety of commands in the command line and Advisorbot will give back information.
Languages: C++
Techniques: Object Oriented Programming
The code repo is here: currency_trader
A detailed write-up is here:
advisorbot.pdfcurrency_trader_bot.mp4Google Sites
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