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Work Background
AccentureAnalyst
Jul. 2021London, England, United Kingdom
DeloitteJunior Consultant
Jan. 2019 - Mar. 2019South AfricaTasks were to build models that performs Natural Language Processing (NLP), specifically sentiment analysis. All models were coded in Python and libraries, such as FastText, Scikit-Learn, TensorFlow and Keras, was used to build, train and deploy the model. An example of a model that was built is given a query from a customer, based on the context of the text the customer was advised on which department/division would be more equipped to resolve or attend to the query. Additionally, a team project was issued where we had to analyse data given by the customer to come up with an explanation as to why the customers’ company was performing poorly. In this project, tools for data analysis and data analytics was used to perform the required tasks. Such tools included Pandas, Numpy,, MySQL Server.
Baby2Body LimitedData Scientist Intern
Jul. 2018 - Jul. 2018London, United KingdomThe task was to build a model that could analyze posts from users in order to determine their feelings from the words most used in a particular week of pregnancy. This type of information would help the ‘baby2body’ app to provide more relevant content to the mother rather than general content.
University of the WitwatersrandIntern
Jun. 2017 - Dec. 2017Johannesburg Area, South AfricaPrimary task: build a Student Course Recommendation System using various Machine Learning algorithms such as K-Means Clustering, Artificial Neural Networks, Linear Regression.
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