Francy Liliana Camacho Head of Data and Analytics at Facturedo

Head of Data and Analytics

Klimb

Jan 2020 - Current (6 years 5 months)

- - Enable the use of large volumes of data for Business Intelligence and Artificial intelligence. - Align and monitor strategic objectives, from data analysis to the creation of dashboards for monitoring goals for different business units. - - Support the digital transformation in risk analysis projects by maintaining and updating credit risk models in the organization. - Install the analytics capacity from scratch and create a culture based on data. - - Define and recruit the data team preparing the job description and the tests to evaluate the required skills. - Lead and mentor Data engineers, BI Analysts, Data scientists, QA analysts, and different business users - - Manage the relationship with the data providers and services. - Defi

Docente catedra

Universidad Industrial de Santander

May 2019 - Apr 2020 (1 year)

- Inteligencia artificial I - Simulación digital Inteligencia artificial I Simulación digital

Data scientist developer

Klimb

Oct 2018 - Dec 2019 (1 year 3 months)

- Assess the data and infrastructure to define the required changes to enable Machine Learning. - - Create the data inventory available and their origin. - Identify, clean and prepare the data sources required for the Credit Risk model. - - Support the digital transformation in risk analysis projects by implementing credit risk models in the organization. - - Design and implement the central repository (Data Warehouse) to store the main data required for different analyses (using AWS Redshift and AWS Glue). - - Configure the analytical platform on AWS Redshift + Power BI leveraging decision making. - - Guarantee the quality and maintenance of data flows required by the organization. - Implementing different dashboards and reports to monito

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Data Scientist

FrontierX

May 2018 - Jan 2020 (1 year 9 months)

- Consulting engineer for the definition of AI projects focused on the evaluation of data and user skills.

Developer professional - Data Scientist

Anheuser-Busch InBev

Jan 2017 - May 2018 (1 year 5 months)

- Maintaining and implementing new functionalities to the recommendation system (Automated Order Placement), to suggest new beverages to Colombian customers. - Creating dashboards to monitor the sales of customers in the B2B platform (Business to Business). - Doing statistical analysis to support the decision-making to reallocate the refrigerator (coolers), select customers with outlier sales and identify their characteristics, select the group of vendors with more sales. - Supporting the monitoring of strategic goals by the definition of KPIs. - Validate the correct implementation of ETLs (Extraction, Transformation, Load) in different platforms. *Support, design and implement new functionalities in the algorithm of AOP (Automated Order P

BI Data scientist

SABMiller

Jul 2016 - Dec 2016 (6 months)

- Support the sales area by maintaining and implementing new functionalities to the recommendation system (Automated Order Placement), to suggest new beverages to Colombian customers. - Consulting in the design and conceptualization of the fleet tracking project. - Maintain the dashboard to support the decision-making on the positioning of coolers (cooler productivity dashboard) *Support, design and implement new functionalities in the algorithm of AOP (Automated Order Placement) *Contribute with ideas to the proof of concept of fleet tracking project. *Support the cooler productivity dashboard.

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Data Scientist

Pildo Labs

Aug 2015 - Mar 2016 (8 months)

- Develop of machine learning algorithm applied to the anomaly detection in GNSS signals (Global Navigation Satellite Systems) for European Space Agency. Design, document and implement a system anomaly detection in GNSS signals (Global Navigation Satellite Systems

Development engineer

Universidad Industrial de Santander

Jan 2014 - Feb 2014 (2 months)

Update and maintain the web server of GIBIM group, implement the web page to administer the inventory of reactives.

Researcher

Universidad Industrial de Santander

Aug 2013 - Dec 2015 (2 years 5 months)

- Development a model to predict the activity of antimicrobial peptides using machine learning methods. Research group GIBIM (Universidad Industrial de Santander). Development a model to predict the activity of antimicrobial peptides using machine learning methods. Research group GIBIM (Universidad Industrial de Santander).

Young researcher

Universidad Industrial de Santander

May 2013 - Apr 2014 (1 year)

- Research work: Computational Prediction of Antibacterial Peptides using Quantitative Structure-Activity Computational Prediction of Antibacterial Peptides using Quantitative Structure-Activity Relationship

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Development Engineer

Gn consulting

Nov 2012 - Feb 2013 (4 months)

Development of web page www.miconjunto.com.co

Research Assistant

Universidad Industrial de Santander

Jan 2012 - Feb 2013 (1 year 2 months)

Development undergraduate project

Francy Liliana Camacho

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Francy Liliana Camacho