Mirko D. Email & Phone Number

Santo Domingo, República Dominicana

In charge of designing and leading the strategy for data collection, management, usage, and exploitation across all global operations.

Nueva York, Estados Unidos

- Developed and directed the rest of the interns in the development of models and their real-time implementation with FastAPI.- Designed behavioral economics experiments, as well as data collection for impact assessment.- Conducted the functional design of software changes, for both frontend and backend.Designed and implemented the project's database in.

- I automated and increased the productivity of a total of 80 ML models, resulting in a total saving of 200 man-hours that were previously dedicated to manual model execution.- I optimized SQL queries for model dataset generation, cutting execution time by 50%.- I implemented a metadata model for automated tracking of sources and the execution of ML.

- Developed a new segmentation based on transactional data from the business' passive portfolio, which led to the recovery of 100MM soles of monthly flows for the bank.- Created attrition models for passive products at the customer level, which had a 50% impact on reducing the churn rate.- Identified quick wins and actionable items for the passive.

- Designed and led the implementation of the Advanced Pricing project, valued at 1.7MM Canadian dollars, which is now operational, generating an incremental annual revenue of 1MM.- Managed the pricing strategy for credit cards, successfully maintaining the interest rate margins for the product despite the rate hikes by the BCRP.- Developed a repricing.

Provincia De Lima, Peru

- Developed new propensity models for credit cards, increasing the Gini coefficient of the model from 0.56 to 0.73.- Developed bots for handling exceptions in credit card interest rates, which apply a willingness-to-pay model and handle over 500 requests daily.- Developed models for propensity, attrition, default, segmentation, Customer Lifetime Value.

Provincia De Lima, Peru

- Daily calculation of Net International Reserves and the Country's Exchange Position.- Development of statistical models and indicators to analyze the local banking market.- Compilation of monetary statistics for both local official reports and international reports for the International Monetary Fund.

Provincia De Lima, Peru

Teaching assistant of Advanced Macroeconomics course, in the module of International Macroeconomics.

Provincia De Lima, Peru

Teaching assistant of Macroeconomics 2, a course of introduction to advanced macroeconomics.

Provincia De Lima, Peru

Lima

Volunteer coach in python programming language, in both basic and advanced levels.

Lima

M. A., Mathematics

Bachelor'S Degree, Economics, Third Place