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Ines-Amirat/README.md

👋 Hi there, I'm Ines Amirat


👨‍💻 About Me

I’m Ines Amirat, a Software Engineer and AI/ML/NLP enthusiast currently completing a
Master’s degree in Software Engineering at the University of Montpellier (France).

I specialize in:

  • Backend engineering (Java, Spring Boot, FastAPI, REST architectures, Python APIs)
  • Frontend development (Angular, TypeScript, Tailwind, Bootstrap)
  • Applied AI & NLP (cleaning pipelines, ML models, medical text analysis)

I enjoy designing systems that are:
✔ Clean
✔ Modular
✔ Scalable
✔ Scientifically rigorous

🔭 What I’m Working On

  • Developing end-to-end NLP and ML pipelines in Python
  • Exploring medical NLP: NER, classification, text cleaning
  • Improving backend architecture with Spring Boot + FastAPI
  • Structuring Python projects with clear modular designs
  • Advancing in data science workflows: metrics, PCA, evaluation

🎯 What I Know (Skills Overview)

✔ Programming Languages

  • Java, Python, TypeScript, JavaScript, SQL

✔ Backend

  • Spring Boot, FastAPI, REST APIs, services architecture, PostgreSQL

✔ Frontend

  • Angular, TypeScript, Tailwind, Bootstrap

✔ AI / NLP

  • TF-IDF, spaCy, tokenization, DistilBERT, scikit-learn models

✔ Data

  • PostgreSQL, MySQL, dataset processing, evaluation

✔ Tools

  • Git, Docker, Linux, Postman, IntelliJ, VS Code, Jupyter Notebook

⚙️ Tech Stack

🚀 Software Engineering

🎨 Frontend

🧠 AI / Machine Learning / NLP

🔧 Tools & IDEs

📊 GitHub Stats

📊 Most Used Languages

🌐 Connect With Me


“Quiet work, loud results.” ✨

Pinned Loading

  1. flask-MedHistory flask-MedHistory Public

    Python

  2. diagnostic-ai diagnostic-ai Public

    A simple medical NLP pipeline that predicts disease categories from free-text symptoms using scikit-learn and FastAPI

    Python

  3. BioLab BioLab Public

    Biological data classification project with machine learning model training and exploratory analysis (PCA, heatmaps, distributions)

    Python

  4. ClinicalNotesCleaner ClinicalNotesCleaner Public

    NLP project for clinical text cleaning, entity extraction (NER) and medical document classification using spaCy & DistilBERT.

    Jupyter Notebook

  5. SmartNews SmartNews Public

    A clean and modular NLP project that classifies news articles using TF-IDF and a Linear SVM model

    Python

  6. bank-backend bank-backend Public

    Java