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Hi,

I am PhD student at ALIAE start-up and LORIA working on Human-Machine Dialog in the Medical Domain based in Nancy, France. I’ve been working on the similar topic with the same team during 3rd year project and the internship of Erasmus+ exchange program in Mines Nancy supervised by Philippe Jolivet and prof. Claire Gardent.

I have received my master degree in Data Mining in Project Management from Igor Sikorsky Kyiv Polytechnic Institute and IASA department as well as bachelor degree in System Analysis.

During my studies I succeeded to gain industrial experience, especially in data mining, machine learning, natural language processing & understanding. Read More

Last updated 2021-10-04

My Publications
Industry experience
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ALIAE
February 2019 - ...

Intern -> PhD Researcher

  • semantic classification
  • automated data expansion
  • dialog management
  • response retrieval model
  • developping intership topics

python chatbots graphs

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Jooble
April 2018 - July 2018

Data Scientist

  • multi language text topic classification;
  • pairwise and pointwise ranking;
  • click prediction by text and additional data

python ranking nlp

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Dataroot
May 2016 - August 2017

Intern -> Data Scientist -> Leader Data Scientist

  • NLP text processing & analysis / information retrieval tasks / topic modeling
  • user behavior & path analysis using data mining techniques and graph theory

python big data data mining

Master students I supervised
  • Luc Brulin (May 2021 - September 2021):

    Structuring the database of the conversational AI

    M1 internship, Télécom Physique Strasbourg

    helping Philippe Jolivet

  • Abdelhak Zabour (March 2021 - September 2021):

    Forecasting user satisfaction using sentiment and emotion analysis

    M2 internship, Master Sciences Cognitives

    with help of Philippe Jolivet

  • Meziane Bellahmer (February 2021 - May 2021):

    Development french version of ComBot

    alternance, Master Sciences Cognitives

    helping Philippe Jolivet

  • Farnaz Ghassemi (October 2020 - September 2021):

    Medical questionnaire filling from dialogue history

    alternance, Master Sciences Cognitives

    with help of Philippe Jolivet

  • Hadil Chebbi (October 2020 - February 2021):

    Target-based sentiment analysis for a medical chatbot

    3A project, Mines Nancy

    with help of Claire Gardent

  • Farnaz Ghassemi (October 2020 - September 2020):

    Medical follow-up bot from forum conversations

    M1 internship, Master Sciences Cognitives

    with help of Philippe Jolivet

  • Aidos Sabdenov (March 2020 - August 2020):

    Intent classification for medical domain

    M2 internship, Master Sciences Cognitives

    helping Philippe Jolivet

Education
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Lorraine University / LORIA

PhD

Human-Machine Dialog in the Medical Domain

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Ecole Nationale Supérieure des Mines de Nancy

Erasmus+ exchange

Big Data and Data science

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Institute for applied system analysis of NTTU “Igor Sikorsky Kyiv Polytechnic Institute”

Master

Data Mining in Project Management

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Institute for applied system analysis of NTTU “Igor Sikorsky Kyiv Polytechnic Institute”

Bachelor

System analysis

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