I specialize in financial modeling and simulation with an emphasis on analyzing potential fiscal impacts, project viability, and profitability. Additionally, I am responsible for designing, developing, and implementing automation solutions for the company and its clients, including processes, integrations, and robotic process automation (RPA).Among my key achievements are:- Developed a Tax-Financial Simulator for the country’s largest investment manager, providing quick and accurate information on the fiscal impact for various types of taxpayers, reducing result delivery times by up to 3 hours per simulation.- Created a pension simulator for specialists, saving over 5 hours per simulation and providing five times more information.- Developed a system to track trademark registrations in Colombia and prevent any threats, serving over 30 brands/clients each month and saving approximately 6 hours per month.

My job consisted of offering financial services such as business valuation, tax modeling, operational simulations, project evaluation, and general automation to clients in different industries.My main contribution to the company was the development of an automatic system to analyze and clean three different financial statements for more than 200 companies in various industries, including financial indicators and tax analysis for each. With this project, the company saved around 300 hours per month and improved report delivery by an average of 8 days.

My job involved identifying, proposing, developing, and integrating solutions based on machine learning, automation, and statistical data modeling for different departments within the company or for its partners. I was responsible for the department's results and led one person.Among my major contributions to the company are:- Developed and implemented an AI-based Quality Agent (using speech-to-text and large language models) to audit over 15,000 interactions per month, increasing the audit rate from 8% to 100%, reducing audit time by 80% per interaction, and achieving reports 5 times faster.- Designed, developed, and implemented over 20 real-time dashboards for internal use and for clients in the fitness and healthcare industries. Created KPIs tailored to each client and industry, and reduced reporting times per client by 60%.- Standardized payroll change notification processes in HR, saving over 40 hours per month for HR team members and obtaining information 2 times faster.- Taught basic data analysis to senior supervisors to ensure correct interpretation of reports.

Research assistance on topics related to risk quantification in the international electricity market and its applicability to the financial world, specifically to financial products aimed at covering losses derived from the production of electricity from solar panels.

Academic assistant for the Financial Risk Management course in the undergraduate Finance program.

I was assigned to develop a model to predict or forecast two-directional cash flow in the biggest business unit: voluntary funds. In addition, I supported different teams with the design of data flows, BigQuery queries, and general programming and visualization requests.Acknowledgments:- Developed 5 data flow processes for the revenue department.- Rewrote and optimized 10+ production queries for different business areas.- Developed a forecast model using time series techniques for the two main revenue components in 5 different locations across the country. I won one of the Best Intern Project Recognitions.