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AnnaHalca04/README.md

Anna Halca

Third-year Computer Science student at Politehnica University of Bucharest.

I work mostly with Java and Python — building web applications with Spring Boot and training ML models with scikit-learn and TensorFlow. Lately I've been focused on integrating ML pipelines into full-stack systems via Flask REST APIs.


What I've built


Stack

Languages: Java, Python, C++, C, JavaScript
ML/AI: scikit-learn, TensorFlow, Ridge Regression, Naive Bayes, SVM
Backend: Spring Boot, Flask, Node.js, REST APIs, JPA/Hibernate
Databases: SQL Server, MySQL
Tools: GitHub, Maven, MATLAB


Currently

  • Finishing 3rd year at UPB
  • Looking for a summer internship in ML, backend or full-stack
  • Registered for the 2026 Google Student AI Hackathon at UPB

Contact

Pinned Loading

  1. AI-VS-Human-text-classification AI-VS-Human-text-classification Public

    A machine learning project that classifies text as AI-generated or human-written, using Naive Bayes and SVM with TF-IDF vectorization.

    Python

  2. emotional-monitoring-app emotional-monitoring-app Public

    This app is focused on analyzing human emotions based on user's daily prompts such as raw emotions and life factors

    HTML

  3. exam-management-java exam-management-java Public

    Java Swing desktop app with student/professor roles, exam and project management, and SQL Server integration via JDBC.

    Java

  4. exam-management-spring-boot exam-management-spring-boot Public

    Spring Boot web app for exam and project management, with Spring Security authentication, JPA/Hibernate, and Thymeleaf — web version of the Java Swing desktop app.

    Java

  5. HSI-classification HSI-classification Public

    Hyperspectral image classification using a 3D CNN built with TensorFlow/Keras, trained on 5 land cover classes.

    Python

  6. Full-Stack Full-Stack Public

    Full-stack web app with a Node.js + Express backend and vanilla JS frontend, featuring product catalog browsing and order placement with MySQL integration.

    HTML