Diego Andres Sanmiguel Vargas
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Científico de Datos
Colombia
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Résumé
Jobs
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- AData Scientits public Remote experienceAutónomo.Feb 2023 - Current (3 years 9 months)- As a data scientist, my job is to apply NLP analytical skills.
As a result of the analysis present findings and metrics to explain key points about what customers were talking about the customer experience.
- The main objective is to construct a predictive model to evaluate how each variable contributes to the power of the model.
As a result, an accuracy of 85% was obtained and the characteristics of the data were reported to be the most important.
- Recent promotional campaigns did not generate the desired result and there seems to be an error.
As a result of this model I presented an executive summary that allows the company to optimize customer segmentation.
I have devoted significant time and effort to de 
Demand Planning Profesional public Remote experiencePago SimpleMay 2022 - Feb 2023 (10 months)- I implemented through the Jira dashboard tool that allowed communication, control and follow-up to the technical requirements that the IT team had in charge.
- We adopt agile methodologies in the IT team that allow greater flexibility in meeting the needs of the other areas of the company, incremental deliveries and focused on customer value.
In this way we improve the communication and autonomy of the team
- We analyzed and proposed change in the design and implementation of strategies, to improve services, resources and technological solutions, creating a centralized needs bank to meet the needs and ideas of all areas of the company.
As a demand professional I led to propose, execute and follow up procedures and acti- Functional Leader For PlatformSistemas y Computadores S.AJun 2008 - May 2022 (14 years)- Led a cross-functional team of software engineers, designers, and testers in the development and enhancement of the software platform. I provided guidance, set strategic direction, and fostered collaboration to deliver high-quality software solutions
- Defined and communicated the vision and roadmap for the software platform, aligning it with business goals and market needs. I collaborated with stakeholders to understand their requirements and translated them into actionable plans and milestones.
- I worked in collaboration with product managers and stakeholders to collect feedback, identify feature priorities and make informed decisions about platform development. I made sure the customers' needs were met.
- Proactively em
Education
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- SBootcamp Ciencia de Datos public Remote experienceSoy HenryFeb 2023 - Jul 2023 (6 months)Bootcamp intensivo de 700 horas de duración con sólidas bases en Data Engineering, Data Analysis y Machine Learning.
- Desarrollo De Aplicativos Web Con Python Y Django public Remote experienceFundacion Universitaria Comfenalco SantanderMar 2022 - May 2022 (3 months)
- Desarrollo de aplicaciones webUniversidad Industrial de SantanderMay 2021 - Dec 2021 (8 months)
- Ingeniero de SistemasUniversitaria de Investigación y DesarrolloJan 2012 - Feb 2015 (3 years 2 months)
Projects (professional or personal)
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- Proyectos de Machine Learning public Remote experienceForageJun 2023 - Current (3 years 5 months)- Algunos de los proyectos más representativos que he emprendido
Segmentación de clientes y recomendaciones personalizadas son:
Predecir los comportamientos de compra en el comercio electrónico
Análisis de sentimientos y NLP
He dedicado mucho tiempo y esfuerzo a desarrollar e implementar una serie de proyectos de ciencia de datos que han enriquecido mi comprensión y habilidades en este campo dinámico. Estos proyectos han sido diseñados para abordar problemas del mundo real y aplicar técnicas avanzadas de análisis de datos, modelado y visualización para obtener ideas valiosas y soluciones concretas.