Juan Diego Gutierrez Email & Phone Number

Cali, Co

México

Científico de Datos para AB InBev mediante Infinita Consulting

Colombia

- Developed a clustering model (Kmeans) to profile users, leveraging variablessuch as traffic, intra- and inter-municipal mobility, and connection duration.- Generated RSRP coverage maps for major cities using the clustering model(DBSCAN), resulting in a 50% reduction in antenna infrastructure.- Conducted geospatial analysis of coverage, roaming, and sampleconcentration, enhancing information quality and reducing roaming costsby 20%.- Implemented machine learning techniques including clustering, creation ofthresholds from mathematical functions, and classification using a randomforest model to identify the most influential variables in cell behavior,reducing the cell characterization process by 40%.

Cali, Valle Del Cauca, Colombia

- Designed a database model to capture information on services, sales, andoperations, resulting in a 20% reduction in the logistics of serviceassignment.- Automated an interactive panel integrating key performance indicators(KPIs) by incorporating Google Analytics and Google Ads metrics,supplemented with data from Google Tag Manager.- Developed a financial forecast model for comparing automated financialanalysis within dashboards, aimed at reducing business uncertainty andenabling well-informed decision-making.

Cali, Valle Del Cauca, Colombia

- Supported relationship marketing processes, influencing the marketingteam's decision-making.- Designed and implemented a SQL database to monitor Facebookadvertising campaigns with A/B testing, resulting in a 20% reduction in toolcosts.- Automated data downloads using web scraping tools in R to generatemonthly statistical reports, enhancing client perception insights.