Wilder Eduardo Avalos Uribe Email & Phone Number

Peru

Lima, Perú

o Conducted a critical portfolio health diagnostic for Risk and Pricing divisions with directreporting to C-level executives.o Currently designing the Value Management Framework for Data Division linked to Real time projects, Data adquistion and APIs.o Designed an optimization model to supply cash around the country with a partnership of MIT professor and with an expected profitability of $9 MM annually.o Designed time series models for cash demand, improvement of current models of 23 point (+23%) of correlation and SMAPE reduced by 17 points (-17%).• Developed experiments that have an impact in the ATMs around the country and an expected contribution of $1.3 MM annually.• Advice 1 project that have a return of $ 1.6 MM annually.

Perú

o Developed 8 customer churn models with an expected value of $ 2 MM annually.o Developed NBA model (recommendation models) with a profitability by $ 2.1 MM annually in digital channels.o Advice 2 project that have a return of $ 2.3 MM annually.o Lead R&D project, develop new tools for training techniques based on robust optimization

Perú

o Increased profitability by $ 1.2 MM annually for the Affluent Segment.o Improved sales effectiveness by 3.2 points (+3.2%).o Improved cross-selling indicator by 13 points (+13%).

o One of 12 selected over 200 applicants for the BCP Data Scientist program.o Lead four analytic projects: • Implemented predictive models to estimate cash demand in ATMs and branches in Lima, improvement in 18 points (18%) of the MAE indicator. • Reduction to 48% of the variables in the Credit Card and Cash Credit ML models for the Collections team and maintaining the same performance. • Research and application of new methodologies on Loss given default models. • Developed the explainability tool using SHAP model for Credit Risk models.

o Standardization of processes using SAS (Roll Rate, Backtesting and Generic Score).

o Analyzed the profitability, solvency, liquidity ratios for BBVA, ICBC, and GNB in Peru.o Standardization of charts and indicators for quarterly banking reports.

Perú

o Identified efficiency deficits in cash collection.o Created new indicators for Optimized Cash management to supply ATMs.

Perú

o One of 30 selected over 400 applicants for the INTERBANK summer internship program.o Analyzed, improved, debugged, and automatized the reporting processes.o Reduction of hours spent on reporting processes by 36% per month.

Bachelor'S Degree, Industrial Engineering

Micromaster Mitx - Statistics And Data Science