Andree Vela Email & Phone Number

Netherlands

Best, North Brabant, Netherlands

• Design of a Recommender System (RS) for patients with Osteoarthritis (OA) and Diabetes.International project in collaboration with other 6 countries for helping to solve the problem of managing non-communicable.

's-Hertogenbosch, North Brabant, Netherlands

In this two year post-master degree program I worked on projects for several different companies covering topics in data science such as statistics, data engineering, visualization, modelling, data mining. Furthermore, the program offered thorough training in soft skills such as teamwork, effective feedback, presentation skills, story telling, among others.

's-Hertogenbosch, North Brabant, Netherlands

• Design of a Multi-market Trading Strategy for Optimizing a Battery Storage.Analyzed the operational characteristics of the Day-ahead, Balancing, and aFRR markets to create a profit plan for next-day prediction. In the.
• Forecasting energy price anomalies for the Balancing Market (BAL).collected and combined weather data with operational data from the Day-a-head and BAL market to predict positive and negative peaks in the energy price.

Eindhoven, North Brabant, Netherlands

• Automation of an adverse media screening process on high profile clients.Analyzed the business process to abstract steps that can be automated. NLP techniques were used to deal with automatic information gathering.
• AI explainability for Credit Risk Modeling.Analyzed and compared global and local explainability models such as Tree-SHAP, Asymmetric SHAP Values, LIME, Anchors, Individual Conditional Expectation (ICE), and.

Eindhoven, North Brabant, Netherlands

• Customer segmentation and Demographic Change Analysis.Analyzed the population of Eindhoven to identify trends and patterns that could influence DVU’s strategic planning. The project involved using NLP for the.
• Improving customers experience through optimization of services location.Designed two strategies to predict the impact on service relocation between stores: (1) using customer satisfaction data and distance to store as.

Mexico

• Rappi is one of the fastest growing LATAM startups reaching nine countries in only six years. As part of the Journey Estimation Times team I was responsible for developing and maintaining different models used by the.
• Performing EDAs to diagnose anomalies in operational metrics related to the models supported by the team
• Performing A/B testing to test hypotheses/configurations for the different operational zones.
• Performing feature-engineering to improve models' performance
• Building pipelines using Airflow to automate data gathering, model training, and metrics generation.
• Supporting product teams giving them feedback and insights based on evidence found in the operational metrics.

Monterrey Y Alrededores, México

• As an innovation leader, I developed proofs of concept-technology as solutions proposals to problems our students suffered when using the university’s digital services. I worked closely with a UX team to understand our.
• Continue development of Proofs of Concept and Proofs of Technology using cloud technologies (AWS). - Prototype of campus access with Face Recognition - Prototype of real-time transportation shuttle tracking
• Monitor the national startup landscape and fomenting collaboration agreements with startups.
• Develop the methodology to build our intern technological radar.
• Operate the innovation process to ensure a continue flow of ideas to prototypes.

Monterrey, Nuevo León, Mexico

• As part of the Frontend Team, I worked on several projects: administrative, financial, education-related, and emergency first response. Also, I had the opportunity to propose process improvements and participate in.
• Implementation of requirements of several projects for distinct departments of the university (AngularJS, HTML,CSS, etc).
• Development of a DAO library for AngularJS to access SharePoint services by REST.
• Leading the development of a drag and drop application that allows the students to design their study program.
• Leading a (personal) initiative for developing an internal carpooling app

Monterrey, Nuevo León, Mexico

• Mainly, I participated in two projects: implementing a digital invoice certification provider (PAC) and developing new functionalities for the Domains Registry (for.mx TLD). During my stance at NIC México, I performed.
• Renewing the charts and plots displayed on the distinct websites of the company.
• Implementation of requirements (PAC and Registry) on the desktop (Swing) and web (JSF) applications (Java).
• Developing of REST and SOAP APIs for digital invoicing.
• Developing of Unit Tests for the critical functionalities of the products.

Engineering Doctorate In Data Science, Mathematics And Computer Science

Master Of Science - Ms, Computer Science

Licenciado En Ingeniería De Software, Web/Multimedia Management And Webmaster