Transforming the Point of sales systems to be data driven and take advantage of businesses data to take actions

Frutydeliveries is a digital fruit delivery company which aims to be highly technological, with several steps in the process fully automatized.Moreover besides being a retail company is also a sandbox company for implementing and developing several solutions for businesses alike to it. Like online-ordering, packing list generation, delivery routes, automatic ordering for providers and automatic customer communication.

CEO at Alertar.me, a Legal-Tech company specialized in mining information from public sources on the legal system in Panamá, providing fast alerts for lawyers and clients in a variety of legal matters. We focused on applying IA in text recognition, text mining, and machine learning for accurate search and matching. Data mining at service of the law.

I work as an NLP freelancer, doing projects related with Text mining, information extraction and modelation of information from unstructured text. Currently I'm working in a project in which information from company creation and modification by public notaries of Chile, in which the name and features of the company and partners are automatically extracted from text and presented as structured information.

I work as customer insight deputy director, leading a team to build a fraud detection platform for medical insurance for Grupo Nacional Provincial (GNP), my duties include but are not limited to project management, leading and directing the team, solution proposal and architecture and dealing with between the client and the team at Gain Dynamics. Moreover I also develop a graph of entities of interest which can lead to fraud detection and further research about possible frauds and modus… Show more I work as customer insight deputy director, leading a team to build a fraud detection platform for medical insurance for Grupo Nacional Provincial (GNP), my duties include but are not limited to project management, leading and directing the team, solution proposal and architecture and dealing with between the client and the team at Gain Dynamics. Moreover I also develop a graph of entities of interest which can lead to fraud detection and further research about possible frauds and modus operandi. Show less

Got promoted to manager of the Data science team, taking the lead on the current projects, managingresources and developing proposals and strategies to fulfill the company needs towards data.Did strategic planning for Data science and prioritization according to the impact on thecompany. Including interviewing resources, project propositions and high level implementationof such solutions.Implemented data-driven culture towards Grupo Expansión, in which I created… Show more Got promoted to manager of the Data science team, taking the lead on the current projects, managingresources and developing proposals and strategies to fulfill the company needs towards data.Did strategic planning for Data science and prioritization according to the impact on thecompany. Including interviewing resources, project propositions and high level implementationof such solutions.Implemented data-driven culture towards Grupo Expansión, in which I created connectionsbetween the company teams, improved communication, and set data-driven practices in theteams to take decisions based on data, including big data projects, data-driven processes, andoptimization.Managed and developed DataScience projects such as: social network optimization, automaticrelationship extraction from text (social graph), point of sale magazine optimization based onstore location and sociodemographic data from INEGI, and more.Lead and implemented editorial quality reports in which each editor performance in site trafficand social networks impacts is measured, furthermore most popular topics are detected,analyzed and encouraged in future strategies.www.grupoexpansion.mx Show less

I worked as an NLP (natural language processing) Data Scientist in which I worked on social network analysis and data journalism products besides NLP tasks.Developed NLP products with machine learning. Among these are the Socialgraph for whichthe content of our sites is analyzed, named entities are extracted and relations between them areobtained through a text processing pipeline. This was done in a Hadoop cluster, for the pipelinethe UIMA framework and the storage is done… Show more I worked as an NLP (natural language processing) Data Scientist in which I worked on social network analysis and data journalism products besides NLP tasks.Developed NLP products with machine learning. Among these are the Socialgraph for whichthe content of our sites is analyzed, named entities are extracted and relations between them areobtained through a text processing pipeline. This was done in a Hadoop cluster, for the pipelinethe UIMA framework and the storage is done in a Graph No-Sql Database.Analyzed social networks. Proposed strategies to generate engagement, increase followers, likesand shares. All this thinking on the monetization of our audiences in social networks. Commentanalysis (sentiment analysis, opinion extraction) and communication strategies. Alsooptimization strategies according on what the competition does.Inserted Javascript tags for the extraction of data about our audiences. Several data is obtainedfrom different tags (google analytics, Enreach) to segment our audiences in such a way that wecan implement personalized ads, easing the process of selling ads.Created a content taxonomy. Made Taxonomies for several purposes like audience featurestaxonomy to segment our audiences, the content taxonomy which embeds the knowledge of ourcontent. Likewise also a content tag recommendation system was done for tagging our content.Most projects were done using a Bigdata infrastructure in a Hadoop cluster, using bigdata toolslike Pig and NoSQL.www.grupoexpansion.mx Show less

Work on projects that required machine learning solutions specially for text analysis, project leader and Java Sr Developer.I had under my responsibility the development of new text processing modules for a pipeline capable of taking any kind of input to extract relevant information like person names, addreses, phone numbers etc.http://www.consistent.com.mx/