Rahma Aouini

Experience

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  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

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  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.

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  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

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  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
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  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.