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Timotius Marselo

Data Scientist, Supertype.ai

Timotius is a data scientist in Supertype's Collective Development Program. He is highly passionate about data science and is continuously improving his skills in various areas such as machine learning and programming. He is also involved in real client projects that involve predictive maintenance and forecasting.

data analyticsdata sciencemachine learningdata visualizationpython

Articles

Twitter Sentiment Analysis – Use Cases (Part 4)

2 years ago

End-to-end machine learning project on sentiment analysis. In this post, we will explore some use cases of Twitter sentiment analysis and see two real examples in the field of business and social science.

Twitter Sentiment Analysis – Creating Dashboard and Deploying Model with Streamlit (Part 3)

2 years ago

End-to-end machine learning project on sentiment analysis. In this post, we will walk through the steps of creating a dashboard and deploying our model as a web app with Streamlit.

Twitter Sentiment Analysis – Data Preprocessing and Model Building (Part 2)

2 years ago

End-to-end machine learning project on sentiment analysis. In this post, we will walk through the steps of data preprocessing and model building.

Twitter Sentiment Analysis – Introduction and Data Collection (Part 1)

2 years ago

End-to-end machine learning project on sentiment analysis. In this post, we will walk through the data collection process with distant supervision method.

My Stack

AI & Data
sql
jupyter
streamlit
numpy
pandas
sklearn
tensorflow
Visualization
tableau
plotly
Engineering
python
github

Affiliations

Supertype
Data Scientist
January 2023 - Present
  • Works on client projects related to data science and machine learning
  • Producing articles based on completed portfolio project
  Collective
Supertype Collective is a community of analytics developers, data scientists & engineering leaders building products across the full stack.
Incubated by  Supertype, a full cycle data science consultancy.Incubated by Supertype