[TAKEN]AI-Powered Credit Scoring for the Unbanked

Develop an alternative credit scoring system that evaluates creditworthiness for individuals without traditional credit history using alternative data signals such as utility bill payment regularity, mobile phone top-up patterns, social network trust analysis.

[ALREADY ALLOCATED FOR 26/27] Project #8: Reviving a burnt catalogue

The Public Record Office of Ireland (PROI) was established in 1867 to safely store centuries of Irish historical records dating back to the Norman invasion in 1169. As they gathered tens of thousands of documents into the allegedly fire-proof Record Treasury the PROI staff recorded each item in large handwritten volumes called the Transfer and … Read more

Project Supervision

I am happy to supervise projects in the following areas: Practical Applications of Management Science, Urban Privacy, Supply Chain Optimisation, Gendered Technology    

Fast Conflict Onset Forecasting with Automatic Identification System Data

Forecasting the onset of conflict at a fine-grained temporal level has important implications for early-warning systems and can provide timely information to policymakers, humanitarian organisations, and peacekeeping actors. Typical conflict prediction methods rely on variables such as political instability, economic conditions, population characteristics, or historical conflict patterns. However, this data is often relatively coarse in … Read more

Regression under Interference: Maximum Likelihood Approaches

Project for MSc. in Statistics and Data Science The iglm package in R provides a unified statistical framework for modeling individual responses and social network structures simultaneously in connected populations. In real-world social and economic systems, individual behaviors and relationship ties co-depend on each other, meaning classical regression models that assume independent observations yield biased … Read more

Regression under Interference: Bayesian Approaches

Project for MSc. in Statistics and Data Science The iglm package in R provides a unified statistical framework for modeling individual responses and social network structures simultaneously in connected populations. In real-world social and economic systems, individual behaviors and relationship ties co-depend on each other, meaning classical regression models that assume independent observations yield biased … Read more