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All Posts 4 posts
Communication and Presentation 1 post
Machine Learning 2 posts
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Past Projects

Here are the various projects that I've done throughout my academic and career journey.

Identifying key drivers of household consumption rates

Identifying key drivers of household consumption rates

Identifying key drivers of household consumption rates

The purpose of our project was to identify what are the key drivers that affects household consumption rates among our citizens....

Text summarisation and topic modeling

Text summarisation and topic modeling

Text summarisation and topic modeling

Using comedy scripts from popular sitcom FRIENDS and Seinfeld, we attempted to finetune BERT LLM to summarise the episodes to generate a...

Plant stage type prediction

Plant stage type prediction

Plant stage type prediction

Context: The task was to take a set of given dataset in .db format and perform exploratory data analysis and a model to predict a plant's...

Pitch deck to implement wellness initiative in company

Pitch deck to implement wellness initiative in company

Pitch deck to implement wellness initiative in company

This was a project that required all students to choose a topic and perform the following task: present a 3-5 minute elevator pitch write...

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