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so-907/README.md

👾 SONIA SAPIA

Just a human teaching machines cool tricks while figuring life out.

Portfolio Site LinkedIn

🎮 CONTROLS & NAVIGATION

Press CLICK on any menu below to inspect inventory & current side-quests:

🕹️ LEVEL 1: CHARACTER STATS
  • Base: Sapienza University of Rome
  • Current Status: MSc AI & Robotics Student
  • Special Trait: ELICSIR Orthogonal School Fellow
  • Main Interests: Generative AI, Synthetic Data Augmentation, Computer Vision, NLP
🎒 LEVEL 2: INVENTORY & TECH STACK
  • Languages: Python • C++ • SQL • MATLAB
  • Frameworks & Libs: PyTorch • HuggingFace • Scikit-Learn • Pandas
  • Tools: Docker • Git • Linux • Jupyter • LaTeX
⚡ LEVEL 3: CURRENT SIDE-QUESTS & PROJECTS
  • Rare-case Augmentation: Generating anatomically accurate images for rare case augmentation.
  • RAG Architectures: Building a retrieval-augmented generation pipeline.
  • Check out my repos for RoBERTa sentiment analysis, BiLSTM textual entailment, and clustering pipelines!

💾 CONNECT & SAVE GAME


Press ↑ ↑ ↓ ↓ ← → ← → B A on the portfolio site for a surprise.

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  1. Clustering-and-explainability-on-European-Social-Survey Clustering-and-explainability-on-European-Social-Survey Public

    Clustering con K-Means e studio sull'explainability del modello AI. Progetto realizzato per il corso di Scienza ed Etica dei Dati nell'a.a. 2024/2025.

    Jupyter Notebook

  2. roberta-youtube-analyzer roberta-youtube-analyzer Public

    Sentiment analysis on YouTube comments using RoBERTa Transfomers and MLOps best practices.

    Jupyter Notebook

  3. SNLI-textual-entailment SNLI-textual-entailment Public

    Textual entailment sul dataset SNLI con BiLSTM.

    Jupyter Notebook

  4. Anatomically-Constrained-LDMs-for-Rare-Case-Augmentation Anatomically-Constrained-LDMs-for-Rare-Case-Augmentation Public

    Repository for the Computer Vision project [A.A. 2025/2026].

    Jupyter Notebook