Alin Văduva Email & Phone Number

Bucharest, Romania

Bucharest, Romania

Bucharest Metropolitan Area

Bucharest Metropolitan Area

• Developed an alert system for clients with fraudulent behavior by employing panel-data analysis, reducing the number of generated false positive cases by 50%, leveraging the LGBMClassifier alongside extensive data.
• Development of a model for the customer churn problem, studying panel data and corresponding time series techniques;
• Development and writing of documentation for the bank's risk portfolios according to IFRS9 standards;
• Utilising Python, Pandas, Numpy, Scikit-Learn, Tensorflow and MS Azure Cloud for data engineering and modeling;
• Implementing full ML projects specific cycle: data gathering, including data cleaning and preprocessing, feature engineering, feature creation to model selection and optimization using advanced hyperparameter tunning.
• Research activity to gather information about the state-of-the-art workarounds in the domain;

Bucharest, Romania

• Software Unit Testing in conformity with CENELEC 50128 standard;
• Writing code for creating bugs;
• Tests implementation using both BlackBox and WhiteBoxmethodologies;
• Use VectorCAST with C programming language to obtain 100%coverage for the components I worked on;
• Understanding the code and the development workflow;
• Training new team members;

Bucharest, Romania

Bucureşti, România

Doctor Of Philosophy - Phd, Artificial Intelligence

Research focus: The trustworthiness of AI algorithms in business and the simulator bias in business

Master'S Degree, Databases - Support For Business, 10

I have completed my Master’s degree with a thesis entitled “Web application for studying climate changes in Romania”, which involved.

Bachelor'S Degree, Informatică Economică, 10

I finished my studies with a bachelor's thesis named "Heart disease prediction using machine learning specific supervised training.

Natural Sciences