Soy un Científico de Datos proactivo en el sector financiero con más de dos años de experiencia. Mi especialidad radica en el desarrollo de modelos predictivos, prescriptivos y descriptivos utilizando Python, SQL y micro servicios de Google Cloud Platform (GCP). Aprovechando estas herramientas, analizo datos para obtener conocimientos valiosos y facilitar la toma de decisiones. Mi enfoque está en añadir valor a los procesos mediante la implementación de técnicas avanzadas de análisis de datos.Me apasiona el aprendizaje continuo y la mejora constante para mantenerme al día con los últimos avances en análisis y modelación de datos. Me motiva resolver problemas complejos de negocio a través de enfoques basados en datos. Mi objetivo es comunicar eficazmente los resultados de mis análisis a las personas interesadas, permitiéndoles tomar decisiones bien fundamentadas.Con una sólida base en análisis de datos y un profundo conocimiento del sector financiero, me destaco en la utilización de mis habilidades técnicas para proporcionar recomendaciones significativas y accionables. Estoy entusiasmado por colaborar con equipos multifuncionales para impulsar el crecimiento empresarial y optimizar procesos operativos.Si buscas un Científico de Datos proactivo que pueda ofrecer perspectivas valiosas y generar resultados positivos, conectemos y hablemos sobre cómo puedo contribuir al éxito de tu organización.
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Full Stack Data AnalystVehoBogotá, Bogota, Co
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Data Scientist SpecialistDavivienda Corredores Mar 2024 - PresentBogota, D.C., Capital District, Colombia-In collaboration with customer experience and Davivienda Fiduciary, we created a model for analyzing conversations between clients and advisors. This allowed for the early identification of key pain points and complaints from clients, both at the channel and product levels. We used the Gen AI model "Gemini" for this.- For the international brokerage division, we analyzed our international clients to understand their profiles. This enabled us to create our first predictive models for prospecting and assessing the propensity for international products.- Through analyzing the types of relationships between our clients and understanding family groups, we conducted analyses to improve the approach to advisory services between our sales teams and clients.- Supported the creation of a data governance framework to ensure the standardization and normalization of critical business points such as client information, advisors, contactability, revenues, and AUMs (Assets Under Management).- Co-created and structured data models such as the consolidation of balances, revenues, and contactability in our Data Warehouse to be made available to internal departments. -
Business Intelligence AnalystDavivienda Corredores Jan 2023 - Mar 2024Bogotá, Distrito Capital, Colombia- Analyzed financial and sociodemographic factors, such as Return on Equity (ROE), Return on Assets (ROA), and location, to develop a predictive model for estimating the client's potential income. - Designed a descriptive model to track and analyze cash flows within the company, enabling the identification of incoming and outgoing funds from specific banks and clients. - Create the first contact descriptive model between clients and adviser investors. Tracking all the canal communications like calls, emails, chats, virtual and presential meetings. By analyzing this information, I create a quality contact variable to be an input to other models and reports. - Spearheading a comprehensive mini-course program to enhance data literacy and foster a data-driven culture across the organization, empowering employees to leverage data in decision-making processes effectively.
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InternshipDavivienda Corredores Jun 2022 - Dec 2022Bogotá, Distrito Capital, Colombia- Mining, extracting, and cleaning data from the Data Lake to be later used in analytical models.- Created the first social client network and the first network analysis to improve the SARLAFT alerts detection. I won the 3rd place in the Innovation Hackathon.- Created an accounting automation process with Python. Achieve a reduction of time by 25% vs the traditional mode.
Juan David Perez Education Details
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Economics
Frequently Asked Questions about Juan David Perez
What company does Juan David Perez work for?
Juan David Perez works for Veho
What is Juan David Perez's role at the current company?
Juan David Perez's current role is Full Stack Data Analyst.
What schools did Juan David Perez attend?
Juan David Perez attended Universidad De Los Andes - Colombia.
Who are Juan David Perez's colleagues?
Juan David Perez's colleagues are Jasmine Bennett, Terri Krukowski, Michelle Turner, Gina Voss, Rob Campbell, Diego Leonardo González Lagos, Michael Landers.
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Juan David Pérez
Policy Adviser | Mpa At University College London | Public Management & Public Policy |Bogotá -
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