Sobre Carlos Carrera:
I am a fast learner, proactive, and enjoy working in a team environment. I am also passionate about data-driven decision-making and enjoy exploring complex data sets to extract insights and create value.
As a recent graduate with a diploma in Data Science, I am excited about the opportunity to apply my knowledge and skills to real-world projects and contribute to your team.
During my studies, I gained experience in data analysis, statistical modeling, and machine learning techniques. I have also worked on several projects that involved cleaning and preprocessing data, building predictive models, and visualizing results. In addition, I have experience working with programming languages such as Python, R, and SQL.
Experiencia
•Classification of places visualized on Voronoi Maps.
Freelance Project
Description(s) of tasks/responsibilities
Developed classification based on k-means clustering and naive Bayes classification for closed and most convenient places to go.
Developed Geographic Information Systems with weighted Voronoi diagrams for predicting the best choice of most convenient CdMx Health Centers.
Obtained a gain of 3% over the survivor probability for a pseudo-real-time database.
•Researcher for classification and optimization.
Undergraduate Research, Machine Learning and Computational Methods for Nuclear Science
Researched regression algorithms(Logistic and Linear) for best Nuclear Fusion conditions.
Developed algorithms for predicting the behavior of fusion experiments based on geometric characteristics.
Increasing a 10% the hypothetical efficiency results and publishing a paper in an international arbitrage journal: Physics of Plasmas .
• Researcher for car brand recognition.
Undergraduate Research, Machine Learning Lab
Researched using ANN and CNN for computational vision and an image similarity algorithm.
The model developed obtained an accuracy of 75% for image brand recognition based on characteristics of vehicles in photos of parking lots.
Educación
• B.S. in Physics at UNAM(Universidad Nacional Autónoma de México)
Relevant Coursework: Probability and Statistics, Applied Statistics, Computational Science and Applications, Machine Learning Algorithms, Logic, Numerical Methods for Science.
• Diploma in Data Science at UNAM(Universidad Nacional Autónoma de México)
Selected among 300 participants by showing skills in Machine Learning, Natural Language Processing, Computer Vision, and Model Forecasting and Optimization.
Profesionales del mismo sector Tecnología / Internet que Carlos Carrera
Profesionales de diferentes sectores cerca de Puebla, Puebla
Otros usuarios que se llaman Carlos
Trabajos cerca de Puebla, Puebla
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Albañiles para instalación de loseta o azulejo en cocina
Encontrado en: Cronoshare MX C2 - hace 6 días
Cronoshare Nogales (Veracruz Llave), MéxicoNecesito un servicio de Colocar loseta o azulejo con las siguientes características:Tipo de trabajo a realizar · Instalación · Tipo de inmueble · Casa · ¿Sobre qué parte del inmueble se realizará el trabajo? · Cocina · ¿Sobre cuántos metros cuadrados se trabajará? · m2 · ¿Quién p ...
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Detective privado en Tehuacan
Encontrado en: Talent MX C2 - hace 1 día
Cronoshare Tehuacán, MéxicoCronoshare es una plataforma online para profesionales que quieren encontrar nuevos clientes. Buscamos Detective privado en Tehuacan y alrededores. · Pertenecer a la red de profesionales de Cronoshare no tiene coste y recibirás nuevos clientes dependiendo de tus preferencias, de ...
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Empresa de construcción de naves industriales en Tehuacan
Encontrado en: Talent MX C2 - hace 1 día
Cronoshare Tehuacán, MéxicoCronoshare es una plataforma online para profesionales que quieren encontrar nuevos clientes. Buscamos Empresa de construcción de naves industriales en Tehuacan y alrededores. · Pertenecer a la red de profesionales de Cronoshare no tiene coste y recibirás nuevos clientes dependie ...