Milton is an experienced Data Scientist developing and using advanced software programs, algorithms, querying and automated processes to cleanse, integrate and evaluate datasets and model complex business problems on projects. He develops configurable infrastructure solutions to receive and deliver data, monitor data processes, and resolve issues - identifying meaningful insights and interpreting and communicating findings and recommendations.
Design and build production-level machine learning systems for clients across different industries.
Prepare documentation, reports, and visualizations to communicate complex data/analyses to users.
Identify, research, interpret, group, source, manipulate, and enrich multiple structured and unstructured data assets to facilitate effective analytics.
Designed, built and deployed NLP solutions on the analytics platform to identify skills and technologies from candidate resumes and candidates with managerial skills. Utilized exploratory factor analysis to cluster candidates, deployed ML models into production and executed solutions to influence employee turnover using survival analysis.
Built and deployed new machine learning models to handle behaviour and score collection - implementing new features and techniques to enhance statistical models and improve the codebase on statistical models.
Worked on several A/B tests to analyze, evaluate and implement machine learning models for the telco - developing statistical models for behaviour scores and monitoring performance over time. Executed solutions to identify opportunities for improvements using modern data analysis techniques.
Education
SAS Certified Specialist: Base Programming Using SAS 9.4
SAS
2020 - 2020
Master's Degree in Statistics and Data Science
Katholieke Universiteit Leuven
2020 - 2022 (2 years)
1. TensorFlow in Practice Specialization
2. AI for Medicine Specialization
3. Deep Learning Specialization