Available for Work

Doruntina Fazliu

Natural Language Processing - Data Analyst

Doruntina Fazliu
Doruntina Fazliu
Doruntina Fazliu

Professional Profile

Computer Linguist and Data Analyst with experience in the field of Social Media Intelligence and Big Pharma industry.

Experienced in Text Mining, Database Management, and developing semantic filters for multilingual corpora. Skilled in leveraging Python, SQL and Machine Learning techniques to extract actionable insights from data.

I'm currently looking for job opportunities in Paris or remotely from Europe. Ready to use my skills and expertise to boost any company project.

Passionate about the latest in NLP advancements, I'm excited to bring my positive attitude and motivation to excel in a dynamic professional environment.

Based in Paris, France

Work Experience

Proven track record in data analysis and computational linguistics, delivering impactful insights and results across industries.

Data Analyst - Computational Linguist

Semantiweb

Full-time

Feb 2024 - Present

Paris, France

Implementing text mining techniques and developing semantic filters. Database manipulation using SQL. Crafting thematic corpora that span the beauty, nutrition, transportation, and health sectors. Developing linguistic resources in French, English, Spanish, Italian, Brazilian Portuguese, German, Chinese, Korean, and Japanese. Creating comprehensive documentation for thematic corpora creation and linguistic analysis.

Data Analyst - Computational Linguist

Semantiweb

Full-time

Feb 2024 - Present

Paris, France

Implementing text mining techniques and developing semantic filters. Database manipulation using SQL. Crafting thematic corpora that span the beauty, nutrition, transportation, and health sectors. Developing linguistic resources in French, English, Spanish, Italian, Brazilian Portuguese, German, Chinese, Korean, and Japanese. Creating comprehensive documentation for thematic corpora creation and linguistic analysis.

Data Analyst - Computational Linguist

Yseop

Internship

Feb 2023 - Aug 2023

Paris, France

Data analysis. Deployment, improvement, and testing of Stanza parser annotation guides. Parser training. Cohen's Kappa evaluation. Semantic network study of specialized domain metathesauruses (UMLS - Unified Medical Language System). Ontology development for entity and relationship prioritization.

Data Analyst - Computational Linguist

Yseop

Internship

Feb 2023 - Aug 2023

Paris, France

Data analysis. Deployment, improvement, and testing of Stanza parser annotation guides. Parser training. Cohen's Kappa evaluation. Semantic network study of specialized domain metathesauruses (UMLS - Unified Medical Language System). Ontology development for entity and relationship prioritization.

Data Analyst - Computational Linguist

Semantiweb

Internship

Jun 2022 - Sep 2022

Paris, France

Creating and enhancing linguistic resources and corpora using Java and PHP. Designing semantic filters. Indexing data with Solr. Database manipulation using SQL. Cleaning and normalizing data using Python scripts and regular expressions. Manually creating indexes using SHELL (.sh) scripts.

Data Analyst - Computational Linguist

Semantiweb

Internship

Jun 2022 - Sep 2022

Paris, France

Creating and enhancing linguistic resources and corpora using Java and PHP. Designing semantic filters. Indexing data with Solr. Database manipulation using SQL. Cleaning and normalizing data using Python scripts and regular expressions. Manually creating indexes using SHELL (.sh) scripts.

Education

Degrees and certifications in the specialized fields of linguistics and data analysis.

Paris X, Paris III, INALCO Paris

Master’s degree

Natural Language Processing & Linguistic Engineering

Sep 2021 - Jun 2023

Paris X, Paris III, INALCO Paris

Master’s degree

Natural Language Processing & Linguistic Engineering

Sep 2021 - Jun 2023

INALCO Paris

Bachelor’s degree

Natural Language Processing

Sep 2018 - Jul 2021

INALCO Paris

Bachelor’s degree

Natural Language Processing

Sep 2018 - Jul 2021

Hasan Prishtina University

Bachelor’s degree

French language and Literature

Sep 2013 - Dec 2017

Hasan Prishtina University

Bachelor’s degree

French language and Literature

Sep 2013 - Dec 2017

Professional Skills

Key competencies essential for navigating and excelling in various professional contexts.

Data Science

Data Analysis

Machine Learning

Statistical Modeling

Data Visualization

Data Mining

Hypothesis Testing

Data Cleaning

Development Skills

Python

Power BI

R

Bash

SPARQL / SQL

Cypher

HTML / CSS

Tools

Solr

Grewmatch

Unitex

Protégé

Jira, Confluence (Atlassian suite)

neo4J

Docker (AWS)

Languages

Proficient in multiple languages, facilitating effective communication and collaboration in diverse settings.

🇦🇱 Albanian

Native speaker

🇬🇧 English

Bilingual proficiency

🇫🇷 French

Bilingual proficiency

🇪🇸 Spanish

Elementary proficiency

Projects & Awards

Acknowledgments for exceptional achievements and contributions in professional endeavors.

Languages & Innovation Hackathon

Orginzed by: EPITECH, Alliance Française in Prishtina and the French Embassy in Kosovo.

First prize

Creation of a MVP of an application to learn French language.

Jun 2020

Languages & Innovation Hackathon

Orginzed by: EPITECH, Alliance Française in Prishtina and the French Embassy in Kosovo.

First prize

Creation of a MVP of an application to learn French language.

Jun 2020

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