Elena Geminiani
Business Analytics Senior Consultant - Data Science
Bologna, Emilia-Romagna, Italy
Summary
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Senior🎓
Top SchoolElena Geminiani is a Statistics PhD and data scientist with seven years of international research and consulting experience, currently a Business Analytics Senior Consultant specializing in machine learning and advanced data analysis. She blends theoretical expertise in latent variable models and trust-region optimization with practical R development—authoring and maintaining the penfa package for penalized factor models. At ICONSULTING she translates complex statistical methods into business-facing analytics and training, while her academic background includes postdoctoral work and visiting positions at LSE and UCL. Based in Bologna, she pairs rigorous quantitative thinking with hands-on software craftsmanship, often shipping reproducible research and open-source tools that bridge research and production.
7 years of coding experience
4 years of employment as a software developer
Visiting Scholar Statistics, Visiting Scholar Statistics at KU LeuvenDoctor of Philosophy - PhD Statistics , Doctor of Philosophy - PhD Statistics at Alma Mater Studiorum – Università di BolognaBachelor of Science Statistics, Bachelor of Science Statistics at University of Glasgow
English, French, German, Italian
Github Skills (9)
factor-analysis7
psychometrics7
r-package6
region6
optimization5
factor5
trust4
parameter-tuning2
ruby1
Programming languages (2)
Github contributions (5)
egeminiani/nmf-image-compression
Jun 2020 - Jun 2020
Contributions:10 commits, 8 pushes in 13 days
egeminiani/blogdown-egeminiani
Aug 2020 - Mar 2021
Contributions:15 pushes, 1 branch in 7 months
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