- Developed a highly adaptable and scalable artificial intelligence platform to enhance our social innovation projects.- Designed a proprietary algorithm to analyze inequality using diverse datasets related to the subject matter, coupled with diagnostic information gathered from each project.Created an inclusive language chatbot powered by AI, freely accessible to the public, and specifically designed for projects and topics related to social inequality.- Integrated the chatbot with WhatsApp to facilitate the delivery of training courses, individual performance assessments, and timely completion reminders.- Focused on reducing inequality through education, employment, and entrepreneurship initiatives.

Developed a Chatbot based on AI that centralized the information of the institution and the history of the town of El Santuario in Colombia.Collected information from the town's history and of administrative procedures to create a database for the institution.TECH-STACK: Python, HuggingFace, OpenAI, Streamlit

Developed a centralized web app for Techstars, streamlining client data and contact search. Design and implement a database for the clients to improve the data flow of the company saving 80% of the time. TECH-STACK: React, FastAPI, MySQL, Pandas, NodeJS, SQLAlchemy

Developed clustering models for client segmentation using RFM, and DBSCAN models for a cosmetics company as a consulting project to have a better understanding of their clients and adjust their marketing campaign.Worked for the Colombian bank Davivienda in the IFRS9 financial area to support and develop the data ETL to feed the risk models. I also supported the development of the rules for the categorization of risk clients.Due to a partnership with the Colombian bank Bancolombia in the client’s quality center, I developed ETLs for the data flow of this area. I worked with high-volume data.Designed PowerBI dashboards for a Saas initiative that allowed companies to observe their clients in a segmented optic and keep track of their most KPIs.TECH-STACK: SAS MIP, SAS Data Integration, SAS Guide, Hadoop, Impala, SQL, Excel, PowerBI

Supported and maintained the quantitative models for the analysis of the portfolios of the investment area.Implemented the translation of the automation tasks for rebalancing and updating the data of the portfolios from Visual Basic to modern programming languages (R and Python). Developed and maintained an R Shiny app for the econometrics models of the specialists, as the internship final project.TECH-STACK: Visual Basic, Excel, R, Python, R Shiny