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Hello, I'm Ishani 🦄

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Welcome to my GitHub Blog!

I'm a former Neuroscientist turned Data Scientist employed within the Government sector to wade through data, clean it and then develop machine learning models from this data to answer business questions.

The hardest part of my role is understanding what business want. The other part is understanding how the machine learning algorithms work to explain it in simple terms to non-technical audiences.

While I can't improve on the hardest part of my role on my own, I can play around with machine learning algorithms to see how they work and how best I can communicate algorithmic performance and insights.

A list of all my projects can be found below ~


Project Updates

  • 💭 Currently, I'm working on an NLP predictive modelling project to test out specific keyword extractors and predictive modelling packages. Full code to be released soon.

  • ❓ Recently I finished an excellent book called "Storytelling with Data", with lessons I will employ when communicating with data in this blog.

  • 💖 Fun fact: My profile picture is a sagittal T1 MRI at midline, with filters. Or a very colourful headshot.

Completed Project List

*Large Multimodal Models for document understanding

*Random Forests Explained for Legal Audiences

*Experimenting with KeyBERT and H2O AutoML


Languages and Tools

CSS3 HTML5 MySQL Python Bash Linux Git JavaScript Illustrator TensorFlow Photoshop pytorch Adobe XD Keras Power Bi

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