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CaterinaBi/README.md

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A little bit about me πŸ‘€

πŸ‘©β€πŸŽ“ Former postdoctoral researcher at the University of Cambridge, UK, now Data Scientist at Five9.

πŸ“š Interested in linguistics, data, all sorts of NLP-powered technologies, and conversation design.

πŸ§‘β€πŸ¦½ Hoping to make a difference by creating a more accessible and safer world for everyone through technology.

πŸ€– Founder and Lead NLP Engineer at the Omdena Cambridge local chapter, where we develop applications to fight misinformation and promote diversity and inclusion in technology πŸ”₯

πŸ“­ You can reach out to me on Caterina Bonan | LinkedIn and/or check out my up-to-date CV in this repo 😎

What I've been up to lately πŸ™ƒ

πŸ€– As a part of my training in ML, I have been developing a Recommendation Ranking System along the lines of that of Facebook Marketplace.

πŸš€ My colleagues Giuseppe Samo, Fuzhen Si and I have been playing with the πŸ€— Transformers to understand bias in Healthcare Communication (one paper has been published, one submitted, and one is on its way).

πŸ‘€ I have recently collaborated on the Deploying a Classifier to Stop Online Violence Against Children using NLP and Conversational AI Chatbot for People Affected by Inflation Omdena Local Chapters, and I'm now leading several tasks (data collection, EDA, data pre-processing) of the Building a Chatbot for Tourists in the UAE using NLP and Detecting Hateful and Offensive Language using NLP Chapters πŸ”₯

πŸ€“ I am working on pypelet](https://github.com/CaterinaBi/pypelette), a community project that utilises NLP to create an open source corpus of spoken interactions in the Romance languages πŸ”₯ (join us! β™₯)

Technologies that keep me up at night πŸ€¦β€β™€οΈ

This is an image of several NLP-related technologies

Languages and tools

python selenium pytorch pandas scikit_learn seaborn tensorflow html5 opencv git

My statistics πŸ…

CaterinaBi’s GitHub stats

If you wish to support my training, hit the button below!

caterinabi



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  1. udacity-ai-programming udacity-ai-programming Public

    First capstone project I worked on as part of the 'Programming in Python for AI' nanodegree at Udacity.

    Python 6 2

  2. udacity-image-classifier udacity-image-classifier Public

    Image classifier I worked on as part of the 'AI programming in Python' nanodegree at Udacity.

    Jupyter Notebook 3

  3. aicore-computer-vision aicore-computer-vision Public

    Computer vision project that I worked on as part of my 'AI and Data Engineering' training at AiCore.

    Python 3

  4. aicore-web-scraping-pipeline aicore-web-scraping-pipeline Public

    Web scraping pipeline I worked on as part of my 'AI and data engineering' training at AiCore.

    Python 6 2

  5. aicore-recommendation-ranking-system aicore-recommendation-ranking-system Public

    My Machine Learning specialisation project at AiCore.

    Jupyter Notebook 5

  6. OmdenaAI/marseille-chapter-stop-online-violence-nlp OmdenaAI/marseille-chapter-stop-online-violence-nlp Public

    Jupyter Notebook 15 1