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elly99-AI/README.md

AI Engineer | LLM-Based Analysis & Verification Systems | Retrieval & Structured Evaluation | Python & ML

📍 Where I Live: Rome (RM) – Italy

Email : elenamarziali@tiscali.it

My Projects

Project Description Tech Status Links
MarCognity-AI A modular research framework for structured textual analysis, claim-level verification and source-grounded information processing. Python, Jupyter DEV https://github.com/elly99-AI/MarCognity-AI.git
Intelligent-Virtual-Assistant Python-based assistant designed to understand and respond to complex voice requests. Python DEV https://github.com/elly99-AI/Intelligent-Virtual-Assistant.git
E-commerce-Sales-Analysis-with-SQL SQL database project to analyze e-commerce sales data (KPIs, customer behavior, revenue trends). SQL PROD https://github.com/elly99-AI/ecommerce_sales_analysis.sql.git
MuseumLangAPI REST API (Flask) for language detection in museum texts. JSON input, language code + confidence score. Flask, scikit-learn DEV https://github.com/elly99-AI/MuseumLangAPI-Language-Detection-for-Museums.git
MuseumLangID Machine Learning model for automatic language identification of museum descriptions (English, French, German). Python, scikit-learn, NLTK DEV https://github.com/elly99-AI/A-model-for-identifying-the-language-of-texts-for-a-museum.git

💻 Tech Stack

🔙 Languages

⚙️ Frameworks

🎯 Techniques

🛠️ Tools

🧠 Vision

MarCognity-AI is a structured analytical framework designed to decompose textual outputs into verifiable claims and evaluate source alignment. It focuses on reliability assessment, multi-source retrieval integration and structured analytical reporting workflows.

📚 Official Publication and Citation

The official version of the code and the full research paper have been permanently archived on Zenodo and are citable using their Digital Object Identifier (DOI).

MarCognity-AI DOI
Permanent DOI https://doi.org/10.5281/zenodo.18440333
Access Publication Full Research Paper (PDF) & Code (Zenodo)

💡 Supplementary Reading

Popular repositories Loading

  1. MarCognity-AI MarCognity-AI Public

    A research framework for structured LLM evaluation, claim verification and reflective reasoning mechanisms.

    Jupyter Notebook 8

  2. Intelligent-Virtual-Assistant Intelligent-Virtual-Assistant Public

    Development of a Python-based virtual assistant designed to understand and respond to complex voice requests.

    Python

  3. ecommerce_sales_analysis.sql ecommerce_sales_analysis.sql Public

    This project uses a relational SQL database to analyze sales data from an e-commerce platform.

  4. MuseumLangAPI-Language-Detection-for-Museums MuseumLangAPI-Language-Detection-for-Museums Public

    MuseumLangID evolves into **MuseumLangAPI**: a REST service that exposes the model for automatic language detection of museum texts. The API receives texts in JSON format, returns the detected lang…

    Python

  5. elly99-AI elly99-AI Public

  6. A-model-for-identifying-the-language-of-texts-for-a-museum A-model-for-identifying-the-language-of-texts-for-a-museum Public

    MuseumLangID: Automatic Language Identification for Museum Descriptions

    Python