Dounia FeltaneDF
Open to opportunities

Dounia Feltane

@douniafeltane

Aspiring data scientist with a focus on machine learning applications.

South Korea

What I'm looking for

I am looking for opportunities that allow me to apply my data science skills in a collaborative environment, focusing on innovative projects that drive social impact.

I am a dedicated data science student currently pursuing my studies at Hanyang University, where I am honing my skills in machine learning and data analysis. My academic journey has been complemented by hands-on projects, such as developing a personalized book recommendation system and a predictive model for optimal country selection based on various socio-economic factors.

In addition to my academic pursuits, I have gained practical experience as a Data Annotator at HYUNLP Lab, where I ensured the accuracy of translations and improved machine translation outputs. As a co-founder of HYU Zaytuna, I have successfully built a community focused on raising awareness for Palestine, demonstrating my leadership and organizational skills. My role as Community Manager at Soleil HEC further showcases my ability to enhance social media presence and engage with diverse audiences.

Experience

Work history, roles, and key accomplishments

HZ
Current

Co-Founder

HYU Zaytuna

Oct 2023 - Present (1 year 8 months)

Founded and grew a student-led community dedicated to raising awareness and fostering solidarity for Palestine, attracting over 40 members in the semester.

KF

Mentor

Korea Africa Foundation

Aug 2023 - Nov 2023 (3 months)

Mentored participants in the African Model Union by providing guidance and delivering structured research frameworks and practical tools to enhance delegates' understanding of governance, diplomacy, and policymaking.

SF

Festival Support

Seoul Africa Festival

Nov 2023 - Nov 2023 (0 months)

Collaborated with organizers to ensure smooth operations, supported performers and vendors, and helped in promoting the festival's cultural exchange mission, contributing to a memorable experience for all attendees.

HL

Data Annotator

HYUNLP Lab

Mar 2023 - Mar 2023 (0 months)

Reviewed, corrected, and annotated a specialized dataset of Arabic idioms translated into English and back into Arabic to ensure accurate meaning preservation and cultural context. Edited AI-generated translation outputs, flagged inconsistencies, and provided detailed feedback to improve machine translation performance.

KP

Article Writer & Translator

KPOPINA

Aug 2020 - Feb 2023 (2 years 6 months)

Produced over 100 engaging articles and translated key content, resulting in an increase in site traffic and reader engagement, as measured by website analytics and user feedback.

Education

Degrees, certifications, and relevant coursework

Hanyang University logoHU

Hanyang University

Bachelor of Science, Data Science

2024 -

Currently pursuing a degree in Data Science, focusing on data analysis, machine learning, and statistical methods to derive insights from complex datasets.

SS

School of Higher Commercial Studies

University Preparatory Cycle, Business

2022 - 2024

Engaged in a university preparatory cycle, preparing for advanced studies in business and commerce.

OS

Othmane Ibn Affane High School

High School Diploma, Mathematics

2018 - 2021

Completed a high school degree with a major in Mathematics, focusing on advanced mathematical concepts and problem-solving techniques.

Tech stack

Software and tools used professionally

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Dounia Feltane - Co-Founder - HYU Zaytuna | Himalayas