Giter Site home page Giter Site logo

alt_text

A little bit about me 👀

👩‍🎓 Former postdoctoral researcher at the University of Cambridge, UK, now Data Scientist at Five9.

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

🧑‍🦽 Hoping to make a difference by creating a more accessible and safer world for everyone through technology.

🤖 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 🔥

📭 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 🙃

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

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

👀 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 🔥

🤓 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 🔥 (join us! ♥)

Technologies that keep me up at night 🤦‍♀️

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 🏅

CaterinaBi’s GitHub stats

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

caterinabi



Caterina Bonan's Projects

aicore-computer-vision icon aicore-computer-vision

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

aicore-computer-vision-lis icon aicore-computer-vision-lis

Additional computer vision project that I am working on as part of my 'AI and Data Engineering' training at AiCore.

aicore-hangman icon aicore-hangman

Hangman project that I developed as part of the 'AI and data engineering' training at AiCore.

aicore-practicals icon aicore-practicals

A collection of practicals from my training in AI and Data engineering training @ AiCore.

clefts-corpus-study icon clefts-corpus-study

Study on the evolution and distribution of declarative and interrogative clefts intended for use in joint paper with Adam Ledgeway.

health-communication-paper2 icon health-communication-paper2

Bonan & Samo. January 2023. Paper on cross-linguistic bias in health-related content in Transformer-based language models.

holiday-chatbot icon holiday-chatbot

Virtual assistant in Google Dialogflow for the loveholidays website.

interrogatives-corpus-work icon interrogatives-corpus-work

Paper that Lena Baunaz and I are working on as part of my SNSF-funded 'Focus in diachrony' research project at the University of Cambridge, UK.

knowledge_graph icon knowledge_graph

Convert any text to a graph of knowledge. This can be used for Graph Augmented Generation or Knowledge Graph based QnA

my-academic-work icon my-academic-work

Papers and books I published during my 7 years of research at the Universities of Geneva and Cambridge.

nlp-for-spoken-corpora icon nlp-for-spoken-corpora

Personal project I am working on to create a corpus of interactions in spoken French for syntactic and prosodic investigations.

nlp-libraries-comparison icon nlp-libraries-comparison

NLTK, spaCy or scikit-learn? From basic text pre-processing to advanced NLP tasks: which library is better for which task? Let me help you choose wisely!

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.