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Hire Dr. Ren M.

Italy

Social Scientist & PhD Candidate in Economics | Python, R & STATA | I do Machine Learning, Big Data & Network Analysis

Profile Summary

I'm a social psychologist with a master in Data Science & Machine Learning. I'm currently pursuing a PhD in Economics, Analytics & Decision-science. I study social dynamics, behaviour and social networks, applying different quantitative methods, from data analysis to machine learning.

Subject Matter Expertise

• ☆ Human Behavior & Psychology
• ☆ Organizational Studies
• ☆ Educational Psychology
• ☆ Human-Computer Interactions (HCI)
• ☆ Design Thinking
• ☆ Social Psychology
• ☆ Social Theory
• ☆ Social Choice Theory
• ☆ Social Network Theory & Analysis
• ☆ Cyberpsychology
• ☆ Python
• ☆ Tensorflow
• ☆ STATA
• ☆ LaTex
• ☆ R
• ☆ Scikit-learn
• ☆ Hypothesis
• ☆ Peer Review
• ☆ Research Methodology
• ☆ User Research
• ☆ Quantitative User Research
• ☆ Qualitative User Research
• ☆ Literature Search
• ☆ Econometrics
• ☆ Behavioural Economics
• ☆ Project Management
• ☆ Management Consulting
• ☆ Advertising

Services

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing, General Proofreading & Editing, Translation

Research Scientific and Technical Research, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Cleaning, Data Processing, Data Insights

Work Experience

PhD candidate

IMT Lucca

November 2022 - Present

Research Fellow

University of Trento

February 2022 - November 2022

Junior Organizational & Management Consultant

Pragma

May 2020 - May 2021

Organizational Development

BMW Brilliance Automobile

June 2019 - December 2019

Organizational & Talent Development

Flixbus

January 2019 - June 2019

Research Fellow

University of Groningen

August 2018 - January 2019

Education

Post-graduate Master's degree in Data Science & Statistical Learning (MD2SL)

University of Florence

February 2022 - April 2023

Master's degree in Social Psychology

University of Florence

September 2016 - July 2018

Bachelor's Degree in Psychology

University of Florence

October 2013 - September 2016

Certifications

• Certification details not provided.

Publications

CONFERENCE PAPER

Ren Manfredi, Margherita Andrao, Giuseppe Desolda, Francesco Greco, Barbara Treccani, Massimo Zancanaro(2022). End-User Programming and Math Teachers: an Initial Study . Proceedings of the 2022 International Conference on Advanced Visual Interfaces. {ACM}

Manfredi, R., Andrao, M., Greco, F., Desolda, G., Treccani, B., & Zancanaro, M. (2022). Toward a Better Understanding of End-User Debugging Strategies: A Pilot Study .

Ren Manfredi, Margherita Andrao, Giuseppe Desolda, Francesco Greco, Barbara Treccani, Massimo Zancanaro(2022). SMARTER: an IoT learning game to teach math . Proceedings of the 2022 International Conference on Advanced Visual Interfaces. {ACM}

JOURNAL ARTICLE

Ren Manfredi, Andrea Guazzini, Carla Anne Roos, Tom Postmes, Namkje Koudenburg(2020). Private-Public Opinion Discrepancy . PLOS ONE. 15. (11). p. e0242148. Public Library of Science ({PLoS})