Dounia Feltane
@douniafeltane
Aspiring data scientist with a focus on machine learning applications.
What I'm looking for
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
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.
Audio Visual Department Manager
Soleil HEC
Sep 2023 - Nov 2023 (2 months)
Led the planning, coordination, and execution of audiovisual projects, managing equipment, technical teams, and event setups to ensure high-quality production and delivery.
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.
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.
Event Coordinator
Homeless World Cup
Oct 2023 - Oct 2023 (0 months)
Played a key role in enhancing the overall experience for attendees by coordinating with teams, handling administrative tasks, and promoting the event’s mission of social inclusion through sports.
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.
Community Manager
Soleil HEC
Oct 2022 - Feb 2023 (4 months)
Achieved a significant increase in social media presence, gaining 5 thousand followers on TikTok and 2 thousand on Instagram, as measured by platform analytics.
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
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.
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.
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.
Availability
Location
Authorized to work in
Job categories
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