Martin Vasquez
About
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Machine Learning Engineer
Bogota D.C., Colombia
Résumé
Jobs
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Project Manager public Remote experienceUnidad Nacional de Restitucion de Tierras, Correlation OneApr 2022 - Jul 2022 (4 months)- Creation of a web application for text classification and NLP of court rulings with a effective feature extraction of 35%. - Supervised multidisciplinary work of a team of 6 engineers for a NLP model application based on legal court rulings text mining and classification. - Testing and deployment of supervised ML model based on XGBoost for document classification and feature extraction. - R&D EngineerNUXTUNov 2021 - Current (4 years 9 months)- False positive reduction of 30% in voltammetric concentration prediction with aid of fine tuning the overfitting of the NN. - Development and validation of supervised ML models based in NN and multiparametric linear regression for smart sensing products deployed in oil&gas enviornments. - Execution of client focused EDAs for product segmentation with aid of SQL database for large dateset insight generation. - Script development for quick voltammetric binary classification based on binary classification models.
- PProduction EngineerProval Digital ltdaJan 2020 - Nov 2021 (1 year 11 months)- Development and deployment of predicitive applications for commercial and warehouse management based on multilinear regression and binary classifaction models in python and scikit learn. - Updated SQL queries for quicker response times on KPI dashboards. Development and deployment of predicitive applications for commercial and warehouse management based on multilinear regression and binary classifaction models in python and scikit learn. •Updated SQL queries for quicker response times on KPI dashboards.
Education
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- Data Science for All - Colombia MinTIC public Remote experienceCorrelation OneApr 2022 - Jul 2022 (4 months)- Graduated with Honors
- Mechanical EngineerUniversidad de los AndesJul 2014 - Nov 2020 (6 years 5 months)
- English Certfied C1 - IELTS AcademicBritish Council
Projects (professional or personal)
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- CCVR - Colombian Virtual Reality Data TeamJul 2022 - Current (4 years 1 month)- Generate insights based on server data for decision making with emphasis on bradening non-profit support to marginal communities along Colombia. - Develop, test and deploy ML models for NLP in the content moderation for server parental control players.