Machine Learning Engineer

• Feb 2023 - Present

● Hospital Prediction For Elderly Population: Led a team of four in building a unique API-based web-service solution using a Neural Network MLP model that can provide a person the probability to be hospitalized or not, acccording to their health conditions. Processed a dataset of over 5255 features. ● We start with several analysis on a product reviews classification for one of the largest E-commerce sites in LATAM. They requested the Data Science team to analyze company data to understand better their performance in specific metrics during the years 2016-2018. ● Performed feature engineering and model selection to minimize mean absolute error rates for salary prediction and credit risk analysis models achieving +0.72 ROC AUC. ● Achieved up to 82% accuracy on image project classification for an e-commerce. ● Put on practice the deployed of models in AWS instances using Docker and API-based web-service applications. ● Work in one NLP project doing a sentiment analysis for 25000 reviews, that consists of a classification problem, where we have to know who speaks positively or negatively about a movie. I have been working with all these projects with Python, Scikit Learn, Docker, AWS, Machine Learning Models Training using Machine Learning and Data Science Technics Soft Skills: Predictive Modeling · Problem Solving · Matematical Analisis · Team Work Skills: Análisis automatizado de textos, Análisis de datos, Minería de datos, Redes neuronales. Show less

Analista de datos

• May 2022 - Present

Field manager

• May 2022 - Jul 2022

Founder

• 2018 - 2020

Tienda E-commerce Venta de insumos digitales y tecnologicos Tienda E-commerce Venta de insumos digitales y tecnologicos

Co-Founder

• 2018 - 2019

Tienda fisica Programacion de eventos Venta de productos electronicos Armado de equipos y luces Tienda fisica Programacion de eventos Venta de productos electronicos Armado de equipos y luces