Rahma Aouini

Rahma Aouini

Data Science Intern

Followers of Rahma Aouini2000 followers
location of Rahma AouiniTunis, Tunisia

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  • Timeline

  • About me

    Data Scientist (Machine Learning - Deep Learning - NLP)

  • Education

    • Lycée Pilote de Bizerte

      -
    • Institut préparatoire aux études d'ingénieurs d'El Manar (IPEIEM)

      -
    • Ecole Supérieure Privée d'Ingénierie et de Technologies - ESPRIT

      2019 - 2022
      Engineer's degree Computer Science
  • Experience

    • ESPRIT

      Jul 2020 - Jul 2020
      Data Science Intern

      Internship at ESPRIT RDI : Department of Research, Development and Innovation.Objective :This application aims to automate the process of Data Entry and Credit-Scoring .Tasks:• Collecting data from websites.• Development of a recognition engine to automatically extract data from financial statements.• Improving the quality of extracted data.• Development of a Credit-scoring system.• Restitution of interactive dashboards.Tools:Python, Web Scraping, Scikit-Learn, Pandas, Plotly, RegEx, Chart.js, Django. Show less

    • La société Tunisienne de Sidérurgie EL FOULADH

      Aug 2020 - Aug 2020
      Internship

      Immersion internship in El Fouladh: Tunisian Steel Company- Computer Science Department.Tasks performed during this internship:-Develop an intern management application.-Learn to use Odoo. -Implement a volume controller based on the gestures of the hand and a finger counter.

    • Appsfactor

      Jul 2021 - Aug 2021
      A knowledge based recommendation system for PRM (Project Risk Management)

      • Extracting concepts, relationships, instances of each concept, synonyms, etc. from an unstructured corpus text.• Analyzing and filtering the knowledge to transform them into OWL (Web Ontology Language) classes, OWL subclasses, individual, object properties and data properties.• Creating an ontology in an OWL file format.• Building a recommendation system.Tools: NLP, NLTK, Spacy Matcher, TF-IDF, Wordnet, OWL, RDF

    • Numeryx Tunisie

      Feb 2022 - Jan 2024

      • Extracting and organizing data using web scraping methods.• Creating impactful data visualizations.• Conducting statistical analysis and implementing imputation techniques for missing data.• Developing and enhancing machine learning algorithms for clustering.• Building real-time insights through comprehensive reports and dashboards. • Implementing a bilingual "IQ IT SKILLS" chatbot using Rasa to test and evaluate user expertise levels and recommend suitable courses, enhancing the learning experience.• Developing an intuitive and comprehensive monitoring interface with Django, for interactive dashboards, and MongoDB for efficient data storage, enabling administrators to efficiently track and analyze user conversations and various metrics.

      • Data Scientist

        Aug 2022 - Jan 2024
      • Data Science Intern

        Feb 2022 - Jul 2022
    • GTI | Financial Software

      Feb 2024 - now
      Data Scientist

      • Collaborating in the development of sophisticated Rasa chatbots tailored specifically for the banking sector.• Conducting analyses of negative feedback, swiftly identifying key areas for refinement, and implementing targeted improvements to ensure optimal performance.• Leading initiatives to optimize the bots behavior by proactively proposing innovative enhancement solutions.• Driving research into the realm of large language models (LLMs), exploring diverse models and tools.

  • Licenses & Certifications

    • Cisco Certified Network Associate CCNA

      Cisco
      Jan 2020
    • Java Programming: Solving Problems with Software

      Coursera
      Oct 2020
      View certificate certificate
    • FUNDAMENTALS OF DEEP LEARNING

      NVIDIA
      Oct 2021
      View certificate certificate
    • Tweet Emotion Recognition with TensorFlow

      Coursera
      Jul 2021
      View certificate certificate
    • Certificate of participation in Innovation Camp

      INJAZ Tunisia
      Feb 2020
    • Neural Networks in Python: Deep Learning for Beginners

      Udemy
      Oct 2021
      View certificate certificate
    • Linear Regression with Python

      Coursera
      Aug 2020
      View certificate certificate
    • Scrum Foundations Professional Certificate SFPC

      CertiProf
      Apr 2021
  • Volunteer Experience

    • Treasurer

      Issued by JCI Menzel Bourguiba on Jan 2019
      JCI Menzel BourguibaAssociated with Rahma Aouini
    • Membre

      Issued by ACM Esprit on Jan 2020
      ACM EspritAssociated with Rahma Aouini
    • Membre

      Issued by Developer Student Club - Esprit University on Jan 2020
      Developer Student Club - Esprit UniversityAssociated with Rahma Aouini