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SoniaInTheLoop/README.md

Hi, I'm Sonia 👋

I'm a second-year Master's student at the University of Tours, specializing in Data Science, Machine Learning and Artificial Intelligence.

I enjoy developing applied AI projects and exploring research-oriented topics. Beyond being a personal interest, these projects support my long-term goal of building a career in Machine Learning and AI.

🌱 Currently

  • Expanding my knowledge of AI agents, NLP, LLMs and Transformer architectures
  • Improving an LLM response prediction project by transitioning from TF-IDF and Logistic Regression to Transformer-based models
  • Exploring AI agents that can assist with identifying and preparing applications for work-study opportunities

I'm particularly interested in applied AI, experimentation and research, and I'm open to contributing to open-source projects.

📫 Contact: hadjoutsonia01@gmail.com

⚡ Fun fact: Even a small improvement in a model's performance can make my entire day.

Pinned Loading

  1. junon-time-series-motif-search junon-time-series-motif-search Public

    Projet développé dans la continuité d’un stage réalisé au sein d’un laboratoire de l’Université de Tours. Il porte sur la recherche et la comparaison de motifs dans des séries temporelles, notammen…

    JavaScript

  2. LLM-Human-Preference-Classification LLM-Human-Preference-Classification Public

    TF-IDF and logistic regression baseline for predicting human preferences between two LLM-generated responses

    Python

  3. Sign-Language-Detection- Sign-Language-Detection- Public

    Real-time sign language letter recognition using OpenCV, cvzone hand tracking, and a Keras classifier. The current model is trained on a small, self-collected dataset featuring only my hand in one …

    Python 1