Biomedical Engineer with a background in Networking, Statistics, Data Science, Data Analytics, Mathematics, Machine Learning, EDA, and Electronics, I am committed to using my skills to improve healthcare outcomes. I have experience deploying machine learning models for medical purposes, from developing models that can detect and diagnose diseases to creating predictive models. I am deeply passionate about using my expertise in data analysis and machine learning to create tools that can automate work.
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Actuarial Statistics And Projects ExecutiveSeguros El Potosí Jan 2024 - Oct 2024San Luis Potosí, MéxicoDevelopment and automation of processes using Python and Excel for data analysis and the generation of regular and quarterly regulatory reports.Preparation, validation, and presentation of annual SESAs regulatory reports for various branches, using PostgreSQL for database management.Automation of reports on the number of insured and development of data validation tools.Implementation of best practices in virtual environments and the use of Git and GitHub for version control in projects. -
Freelance CollaboratorTecnológico De Monterrey Jan 2024 - Aug 2024Guadalajara, Jalisco, MéxicoData mining for relevant data. Deep data analysis and reporting of visual and classificatory graphics for the study of startup ecosystems. Documentation and detailed reporting of findings and recommendations. -
Research AnalystTecnológico De Monterrey Aug 2023 - Dec 2023Guadalajara, Jalisco, MéxicoEngineered an advanced data analysis system leveraging Python for sophisticated web scraping, meticulously extracting pivotal information to drive entrepreneurial ventures. Spearheaded the customization of algorithms tailored to diverse websites, enhancing data preprocessing for streamlined categorization. Expertly applied cutting-edge natural language processing techniques to accurately classify intricate data sets. My innovative approach has been instrumental in uncovering emerging trends and untapped opportunities within the entrepreneurial landscape, showcasing unparalleled precision and effectiveness in data analysis. -
Project InternConsejo Nacional De Ciencia Y Tecnología Sep 2022 - Nov 2022San Luis Potosí, San Luis Potosí, MéxicoDeveloped a pretrained convolutional neutral network model for detecting COVID-19 in chest X-rays. My model achieved a sensitivity of 98.60% and a specificity of 99.04%, demonstrating high accuracy and effectiveness. Additionally, I designed and developed a web platform using HTML, PHP, MySQL, CSS, and JavaScript to streamline patient data entry and generate downloadable PDF reports. I successfully integrated the predictive model into this web platform using FastAPI and AngularJS, enabling seamless, real-time diagnostic analysis. -
InternshipHospital Olga De La Concepción May 2021 - Aug 2022San Luis Potosí, MéxicoI managed and maintained various medical devices, ensuring their optimal functionality for patient care. I have developed a quality forms in Power Apps to streamline the registration process of medical equipment maintenance, effectively utilizing Power BI for enhanced data visualization. I have also created operational and preventive maintenance manuals for medical equipment using LaTeX, ensuring clear, structured, and easily accessible information for users. Additionally, I performed queries for invoice retrieval, integrating the results into Power BI for a more comprehensive financial overview. -
Student InternCentro De Investigación En Ciencias De La Salud Y Biomedicina Jun 2019 - Jan 2020San Luis Potosí, MéxicoMaintained meticulous asset documentation, ensuring all biomedical and IT equipment logs are up-to-date and accurate. I was in charge of both preventive and corrective maintenance, troubleshooting and resolving issues while maintaining safety and efficiency in the laboratories. I also adapted electrical installations to meet the evolving needs of the labs.
Erick Eduardo Robledo Montes Education Details
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Biomedical Engineering -
Data Scientist -
Deployment Of Machine Learning Models In Production Environments -
Applied Data Science In Engineering
Frequently Asked Questions about Erick Eduardo Robledo Montes
What is Erick Eduardo Robledo Montes's role at the current company?
Erick Eduardo Robledo Montes's current role is Biomedical Engineer | Data Science & Analytics.
What schools did Erick Eduardo Robledo Montes attend?
Erick Eduardo Robledo Montes attended Universidad Autónoma De San Luis Potosí, Skills For Industry, Tecnológico De Monterrey, Universidad Autónoma De San Luis Potosí.
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Erick Eduardo Robledo Montes
San Luis Potosí, Mexico
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