Passionate Data Scientist unveiling data's hidden narratives

Senior Data Scientist and Machine Learning Engineer with a Ph.D. in Statistics specializing in strategy implementation, ML solution development, data processing, statistical modeling, data-driven decision-making, strategic consulting, and automation. Many years of experience in developing and improving data management processes, with a focus on improving business outcomes in the financial and insurance sectors, and a strong background in project management and stakeholder communication.

More about me

Projects

Personal projects and tutorials

Social Network Data Analysis

Social Network Data Analysis (SNDA) is an emerging field in statistics in the recent years, and the Exponential Random Graph Model (ERGM) is a promising approach for modelling network data...

Tutorial R

Sentiment Analysis

Sentiment analysis determines the mood in social media related to products, services, campaigns, and companies. If opinions are predominantly negative, the company can analyze the reasons and respond...

Tutorial Python

Recent Publications

As a researcher, I have published several papers with various co-authors from different disciplines. You can check some of these papers here.

Iterative Estimation of Mixed Exponential Random Graph Models with Nodal Random Effects

We introduce a new estimation framework in ERGMs iterating between pseudolikelihood and maximum likelihood estimation approaches for nodal effects and network statistics.

Publication

Bipartite Exponential Random Graph Models with Nodal Random Effects

We examine the inclusion of specific nodal random effects for first- and second-mode nodes for bipartite networks. The predicted nodal random effects deliver reasonable interpretation to understand the network behavior.

Publication

All projects

Latest News

Latest...

New Job

@ Group Data Analytics at Allianz SE.

01/04/2022 08:44

Paper online

My paper got published in Network Science

26/01/2022 13:02