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YARDEN GUEZ

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Tel Aviv, Israel | +972-54-6669858 | Yardeng24@gmail.com

Creative and technically versatile data analyst and automation developer, with a deep background in Research ,Technology and Music. I bring a rare blend of analytical thinking and artistic sensibility, with hands-on experience in data engineering, machine learning, branding, and musical production. Passionate about combining technology and creativity to craft meaningful, impactful tools and experiences.

Education

  • B.Sc. in Computer Science – The Open University of Israel | 2022 – Present
  • Music Production Course (Cubase) – BPM College, Tel Aviv | September 2017 (6-month course)
  • High School Diploma – Vitkin Elementary & Ramot Yam High School | 2007 – 2018
    Majors: Math, English, Chemistry

Technical Skills

Python, Java, C, SQL, Pandas, NumPy, Git, JSON, APIs, Automation Tools, Deep Learning (basics), Web scraping, Data visualization, NLP (introductory), Webflow, WordPress, Figma, Branding & UI Design

Languages

Hebrew – Native
English – Fluent (US Citizen)

Professional Experience

  • Research Intern – Neuroscience & Machine Learning – University of Pennsylvania (UPenn) | June 2024 – Present
    Developed and fine-tuned deep learning models for medical applications using Python. Conducted literature reviews and exploratory ML experiments in the domain of LLMs and behavioral prediction. Participated in neuroengineering workshops and interdisciplinary academic collaboration.
  • Automation & Data Analyst – Civilian Intelligence Center (CIC) | October 2023 – June 2024
    Designed big data tools to enhance intelligence workflows. Created secured, dynamic web dashboards using classified APIs and automated report translation. Collaborated with tech leads to deploy tools in live operational environments.
  • Operations & Database Assistant – Blue Water Shield | August 2022 – September 2023
    Managed and optimized internal task tracking and data pipelines. Transitioned to QA and DB admin roles based on high performance.
  • Junior QA Analyst – Media Forest | July 2018 – April 2019
    Conducted QA testing, built test cases, and contributed to SQL data structuring. Supported audio/media data processes relevant to content monitoring.

Military Service

Weapons Instructor – Israel Defense Forces (IDF) | April 2019 – April 2021
Led technical instruction programs for military units. Demonstrated adaptability, teamwork, and resilience under pressure.

Creative & Artistic Background

Graduate of BPM's Cubase music production course (2017)
Lifelong musician: proficient in piano and guitar, composing and arranging independently
Passionate about artistic forms of expression, from music to fashion and design and culinary arts.
Freelance web designer and brand builder: creating landing pages, visual identities, and showcase websites for small businesses and creators.
Enthusiast of visual aesthetics and interface storytelling, combining UX logic with creative branding
Dedicated to bridging the gap between artistic intuition and technological execution