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Hire Juan Ignacio M.

Finland

USD 30 /hr

I'm proficient in data collection, processing, and analysis, and computer programming.

Profile Summary

Python, SQL, Matlab, machine learning, ETL, data collection, data analysis, scientific writing, research.

Subject Matter Expertise

• ★ Data Analysis
• ★ Musicology
• ★ Python
• ☆ Algorithm Design
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Data Collection
• ☆ Machine Learning
• ☆ Pattern Recognition
• ☆ Music
• ☆ Digital Music Production
• ☆ Music Composition
• ☆ SQL

Services

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Technical Writing

Research Scientific and Technical Research, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Mining, Data Cleaning, Data Processing, Data Insights

Product Development Concept Development, Prototyping, Device Fabrication

Work Experience

Reseacher

University of Jyväskylä

October 2014 - December 2023

Doctoral Student, Musicology

University of Jyväskylä

January 2023 - June 2023

Doctoral Student, Musicology

University of Jyväskylä

January 2017 - July 2019

Education

Doctor of Philosophy, Musicology (Music, Art and Culture Studies)

University of Jyväskylä

October 2014 - December 2023

Master of Arts, Music Mind and Technology (Music)

University of Jyväskylä

September 2012 - June 2014

Certifications

• Certification details not provided.

Publications

JOURNAL ARTICLE

Juan Ignacio Mendoza Garay, Birgitta Burger, Geoff Luck (2023). Exploring relations between Big Five personality traits and musical emotions embodied in spontaneous dance . Psychology of Music.

Thompson, Marc R and Mendoza, Juan Ignacio(2014). Review of New Perspectives in Music and Gesture. Psychomusicology: Music, Mind, and Brain. 24. (4). p. 344--350.

CONFERENCE PAPER

Mendoza, J.I. and Danso, A. and Luck, G. and Rantalainen, T. and Palmberg., L and Chastin, S.(2022). Musification of Accelerometry Data Towards Raising Awareness of Physical Activity. Conference on Sonification of Health and Environmental Data (SoniHED 2022).

Mendoza Garay, Juan Ignacio and Thompson, Marc Richard(2017). Modelling Perceived Segmentation of Bodily Gestures Induced by Music. 25th Anniversary Conference of the European Society for the Cognitive Sciences of Music, Ghent, Belgium.

BOOK CHAPTER

Mendoza, Juan Ignacio and Thompson, Marc Richard(2017). Gestural Agency in Human-Machine Musical Interaction. In M. Lesaffre, P.-J. Maes & M. Leman (Eds.), The Routledge companion to embodied music interaction. p. pp--412. New York, NY: Routledge

DISSERTATION THESIS

Mendoza Garay, Juan Ignacio(2014). Self-report Measurement of Segmentation, Mimesis and Perceived Emotions in Acousmatic Electroacoustic Music.