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Juan David Quiñonez Email & Phone Number

Científico de datos Máster en Colmena Seguros | Data science | Machine Learning | Visual Analytics | Data-based strategies | DP-100 | Master in Information Engineering | Data Ethics at Colmena Seguros
Location: Bogota, D.c., Colombia 6 work roles 3 schools
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✓ Verified August 2026 3 data sources Profile completeness 86%

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Current company
Colmena Seguros
Role
Científico de datos Máster en Colmena Seguros | Data science | Machine Learning | Visual Analytics | Data-based strategies | DP-100 | Master in Information Engineering | Data Ethics
Location
Bogota, D.c., Colombia
Company size
842 employees

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Juan David Quiñonez is listed as Científico de datos Máster en Colmena Seguros | Data science | Machine Learning | Visual Analytics | Data-based strategies | DP-100 | Master in Information Engineering | Data Ethics at Colmena Seguros, a with 842 employees, based in Bogota, D.c., Colombia. AeroLeads shows a matched LinkedIn profile for Juan David Quiñonez.

Juan David Quiñonez previously worked as Científico de datos Máster | Lab Digital at Colmena Seguros and Machine Learning Engineer | IT Credits (Science) at Mercado Libre. Juan David Quiñonez holds Maestría, Ingeniería De Información from Universidad De Los Andes - Colombia.

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Colmena Seguros

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Profile bio

About Juan David Quiñonez

I'm a statistician graduated from the National University, with a Master in Information Engineering from the University of Los Andes, and with experience in the financial sector focused on creating value through models and strategies that incorporate statistics, machine learning, business analysis, and data science in general. My experience spans areas such as distributed and highly scalable computing, forecasting, experimental design, natural language processing, and data visualization.I maintain a constant interest in learning and applying various data analysis techniques to address real-world problems. I enjoy turning real-world challenges into data problems and developing models to effectively solve them.

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Juan David Quiñonez's current company

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Colmena Seguros
Colmena Seguros
Científico de datos Máster en Colmena Seguros | Data science | Machine Learning | Visual Analytics | Data-based strategies | DP-100 | Master in Information Engineering | Data Ethics
bogota, distrito especial, colombia
Website
colmenaseguros.com
Employees
842
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6 roles

Juan David Quiñonez work experience

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Científico De Datos Máster | Lab Digital

Current
Colmena Seguros

Bogotá, Distrito Capital, Colombia

Sep 2022 - Present

Machine Learning Engineer | It Credits (Science)

Mercado Libre

Colombia

Apr 2022 - Sep 2022

Senior Data Scientist | Advanced Analytics Engineering & Center Of Expertise

Bbva Colombia

Bogotá, Distrito Capital, Colombia

Mar 2021 - Apr 2022

Data Scientist

Banco De Bogotá

Bogotá D.C., Colombia

Labores: Sentar las bases de la analítica de estrategias y nuevos canales (digiturnos, asistente virtual, servicios WiFi, multifuncionales, entre otros) a favor de la aceleración y transformación del negocio. Apoyar la construcción del modelo de demanda transaccional en oficinas físicas y erigir la data para el desarrollo de alianzas estratégicas.Logros: * Modelos para mejorar los tiempos de espera y servicio.* Tableros e informes para revisar y tomar acciones en la consecución de las metas de aceleración y transformación del negocio.* Automatización de informes varios.

Jun 2019 - Mar 2021

Analista De Riesgos

Covifactura

Bogotá D.C., Colombia

Labores: Planeación de las estrategias de datos, desarrollo de modelos estadísticos y orientación para presentación e implementación; construcción y seguimiento de indicadores, generación de consultas en bases, limpieza de datos, seguimiento de implementación de los modelos y validación.Logros: * Modelos de reclamación para optimizar la originación. Modelo de calificación para créditos educativos. * Modelos de scoring para personalizar los cupos garantizados y el servicio.* Aumento en el porcentaje de contactabilidad.* Informes automatizados tipo vintage para monitorizar y entender aún más la reclamación de garantías y recuperación de cartera.* Presupuestos apoyados en series de tiempo pero con el debido refinamiento resultante de reuniones interdisciplinares.* Diseño del proceso de automatización de la asignación de cartera con soporte analítico.

Jan 2018 - May 2019

Analista De Riesgos

Covinoc S.A.

Bogotá, Distrito Capital, Colombia

Labores: Gestión de la analítica de cobranza (canales, horarios, etc.), asignación de cartera, diseño de estrategias para optimizar la estrategia de Cobranza Multicanal.Logros: *Aumento en el porcentaje de Contactabilidad. Aumento en los índices de recuperación.*Proyecto exitoso de contacto automatizado e inteligente, basado en datos, que consiguió el apoyo y un crecimiento exponencial pasando de 5 asesores a varias decenas de asesores en poco más de un año.

Oct 2016 - Dec 2017
Team & coworkers

Colleagues at Colmena Seguros

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MM Milena Mercedes Bolaño Pinedo Milena Mercedes Bolaño Pinedo Colleague at Colmena SegurosColombia View → KS Katherin Sirley Rodriguez Katherin Sirley Rodriguez Colleague at Colmena SegurosBogota, D.C., Capital District, Colombia View → JE Julieth Estefanía Castrillon Julieth Estefanía Castrillon Colleague at Colmena SegurosBogota, D.C., Capital District, Colombia View → JC Jeimmy Correa Jeimmy Correa Colleague at Colmena SegurosColombia View → AN Angela Natalia Cruz Arias Angela Natalia Cruz Arias Colleague at Colmena SegurosBogota, D.C., Capital District, Colombia View → ID Iván David Moreno Gutiérrez Iván David Moreno Gutiérrez Colleague at Colmena SegurosBogota, D.C., Capital District, Colombia View → SM Sandra Mora Sandra Mora Colleague at Colmena SegurosBogota, D.C., Capital District, Colombia View → CH Caterine Hernandez Hoyos Caterine Hernandez Hoyos Colleague at Colmena SegurosCúcuta, Norte De Santander, Colombia View → MV Maria Victoria Puga Heguilustoy Maria Victoria Puga Heguilustoy Colleague at Colmena SegurosSantiago, Santiago Metropolitan Region, Chile View → MT Manuela Trapero Orozco Manuela Trapero Orozco Colleague at Colmena SegurosBarranquilla, Atlántico, Colombia View →
3 education records

Juan David Quiñonez education

FAQ

Frequently asked questions about Juan David Quiñonez

Quick answers generated from the profile data available on this page.

What company does Juan David Quiñonez work for?

Juan David Quiñonez works for Colmena Seguros.

What is Juan David Quiñonez's role at Colmena Seguros?

Juan David Quiñonez is listed as Científico de datos Máster en Colmena Seguros | Data science | Machine Learning | Visual Analytics | Data-based strategies | DP-100 | Master in Information Engineering | Data Ethics at Colmena Seguros.

Where is Juan David Quiñonez based?

Juan David Quiñonez is based in Bogota, D.c., Colombia while working with Colmena Seguros.

What companies has Juan David Quiñonez worked for?

Juan David Quiñonez has worked for Colmena Seguros, Mercado Libre, Bbva Colombia, Banco De Bogotá, and Covifactura.

Who are Juan David Quiñonez's colleagues at Colmena Seguros?

Juan David Quiñonez's colleagues at Colmena Seguros include Milena Mercedes Bolaño Pinedo, Katherin Sirley Rodriguez, Julieth Estefanía Castrillon, Jeimmy Correa, and Angela Natalia Cruz Arias.

How can I contact Juan David Quiñonez?

You can use AeroLeads to view verified contact signals for Juan David Quiñonez at Colmena Seguros, including work email, phone, and LinkedIn data when available.

What schools did Juan David Quiñonez attend?

Juan David Quiñonez holds Maestría, Ingeniería De Información from Universidad De Los Andes - Colombia.

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