Daniel Lopera Restrepo Email and Phone Number
I am an uncommon combination of studies and experiences: a systems engineer with a postgraduate degree in project management and a master's degree in philosophy. This rather curious mix, which I’ve reached by following my passions, has given me a unique perspective that I apply every day in my role as Business Analytics Manager, and as a human being in general.I’ve spent several years immersed in the world of analytics and artificial intelligence, so I rarely get bored, and I'm constantly complementing this foundation with training in product, growth, and customer-centered design.What truly defines me is my passion for making things happen. Although I love reflecting and diving deep into theories (which is why I decided to study philosophy), my greatest satisfaction comes from seeing how those ideas translate into actions and tangible results. I firmly believe that theory should only be the starting point for real, visible impact in the world.I consider myself a lifelong learner, always looking for new ways to grow and contribute. I am a patient and approachable person, who takes pride in building relationships based on trust and mutual support. Those who work with me know they can always count on a helping hand and a committed ally working to make a difference.
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Gerente Analítica De NegocioNequiAntioquia, Colombia -
Business Analytics ManagerNequi Jun 2024 - PresentLeading multidisciplinary teams, composed of Data Engineers, Machine Learning Engineers, Data Scientists, and Data Analysts, to create innovative solutions that address business challenges, enhance customer insights, and drive product growth and design.-Advanced user segmentation: Focus the company’s value proposition on key customers, strengthening the customer lifecycle through in-depth analysis and personalized solutions.-Optimization of engagement and conversions: Achieved up to a 20% increase in CTR for messages and product recommendations by leveraging artificial intelligence to personalize and improve customer interactions. -
Product Manager - Data & AnalyticsNequi Jul 2022 - Jun 2024Identify opportunities to solve business problems by developing Artificial Intelligence, Machine Learning and BI solutions, making sure to have clear business value metrics. -Increased loan disbursements by 24% through the calibration of predictive default models -Reduced customer service contacts related to onboarding by 17% through the retraining of an analytical model -Reduced customer resolution time for one of the ATM categories by 66% through the development of a new predictive model -
Product Owner At Capabilities Developement In AuditingGrupo Bancolombia Apr 2021 - Jul 2022Product Owner and developer of multiple agile projects which include:-The substitution of the core legacy software of Internal Audit which operates in 4 countries, while also reducing its cost in more than 30%.-Identifying users pain points with the previous tool and solving them with automated technologies, reducing recurring manual tasks from 48 to 8 hours. -Definition of frameworks for data and analytical development, and the design and implementation of new methodologies to assess and audit the multiple risks more effectively. -
I+D+I DeveloperGrupo Bancolombia Jan 2021 - Apr 2021Implementing predictive analytics to identify possible inefficient internal controls to help managers improve their Internal Control Processes. Software developer on different internal projects and automations, improving efficiency and reducing manual tasks -
Treasury And Investments Analytics AuditorGrupo Bancolombia Jan 2017 - Dec 2020Developing an automated ETL system from multiple information sources, implementing analytic audit tests that improve the risk coverage and reduce the auditing time from 10 to 1 week. Using descriptive analytics to identify cost-efficiencies in internal controls, saving the company more than 400K USD annually. Developing BI dashboards and alerts which allow the auditors to access consolidated information and facilitate better business decisions. Auditing the stocks portfolio and the analytic models that support it. -
Project ProfessionalGrupo Bancolombia Jan 2016 - Jan 2017Medellín, ColombiaWeb Developer with ASP.NET, building, operating and maintaining an internal website to promote Control-Self-Assessment, available to more than 1000 of Bancolombia's employees. Implementing analytics to extract value out of the website usage. -
Intern - I+D+IGrupo Bancolombia Jul 2015 - Jan 2016Medellín, ColombiaProcess Automation with C#, Python Web Developer with ASP.NET
Daniel Lopera Restrepo Education Details
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Master’S Degree In Applied Philosophy -
Especialización En Gerencia De Proyectos -
Ingeniero De Sistemas -
Colegio Montessori - Medellín, ColombiaBachillerato
Frequently Asked Questions about Daniel Lopera Restrepo
What company does Daniel Lopera Restrepo work for?
Daniel Lopera Restrepo works for Nequi
What is Daniel Lopera Restrepo's role at the current company?
Daniel Lopera Restrepo's current role is Gerente Analítica de Negocio.
What schools did Daniel Lopera Restrepo attend?
Daniel Lopera Restrepo attended Universitat Autònoma De Barcelona, Reforge, Eafit University, Eafit University, Colegio Montessori - Medellín, Colombia.
Who are Daniel Lopera Restrepo's colleagues?
Daniel Lopera Restrepo's colleagues are Giovanni Ruiz, Juan Camilo Guzman G., Valentina A, J. Steven Santana, Osmond Lisandro Pomare Hernández, Andrés Felipe Castellanos Escobar, Daniel Restrepo Patiño.
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