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CYaiche/README.md

👋 Hello there, I'm Clara Yaïche! 👩‍💻

Welcome to my GitHub repository! Here's a little about me:

  • 🎓 I hold an engineering degree in embedded system programming and I am currently pursuing a dual-degree in machine learning.
  • 🌟 Passionate about technology, music, and innovation, with a focus on signal processing and deep-learning.
  • 🌍 Based in Antibes, France 🇫🇷.
  • 📧 You can connect with me on LinkedIn.

🚀 Projects

  • STT in Bengali : Speech To Text in Bengali : RNN-T training and fine-tuning of transformer base encoder-decoder model.
  • Topic Modeling: Natural Language Processing (NLP) for post tag suggestions on Stack Overflow.
  • Image classification: Transfer learning (Xception) and own CNN architecture study with MLFlow (TensorFlow, Keras)
  • Robot Competition: Worked on object recognition and launching using Ev3 Lego Mindstorm.
  • Graphical Data Analysis to assess Twitter profile authority using Python.

Thanks for stopping by! Feel free to explore my projects and reach out if you have any questions. 😄

Popular repositories

  1. nlp_topic_modelling nlp_topic_modelling Public

    StackOverflow posts automatic tagging. Supervised and unsupervised approach for topic modelling. WebApp implementation in api_topic_modelling subrepository.

    Jupyter Notebook

  2. api_topic_modelling api_topic_modelling Public

    api for deployment of topic_modelling project

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  3. dog_breed_classification dog_breed_classification Public

    Image classification with deep learning

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  4. CYaiche CYaiche Public

  5. eda eda Public

    Exploratory data analysis on the Open Food Facts dataset, including Principal Component Analysis. Developed an application proposal for foods with low cardiac risks

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  6. footprint_prediction footprint_prediction Public

    Predicting electricity consumption and carbon emissions based on Seattle housing data. Exploratory and prediction notebooks included. English notebooks with French presentation slides for details.

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