Juan Sebastián Acevedo Rodríguez Email & Phone Number

Bogotá, Bogota, CO

Bogota, D.C., Capital District, Colombia

I collaborated with the Latam Logistics Team to improve driver retention and performance. Responsibilities included data analysis, KPI establishment, and dashboard development. Key involvement in devising strategies and conducting experiments, primarily using Python, PgSQL, Crontab, and Redash for task automation and database manipulation on cloud.

Bogota, D.C., Capital District, Colombia

- Developed an NLP algorithm to classify jobs into occupations according to the CUOC standard, based on their titles and descriptions. The algorithm performed a symmetric semantic search using sentence embeddings (SBERT - Hugging face), matching each job post to the most similar occupation in the CUOC database, and then performed a validation phase using.

- Machine learning predictive model deployment for commercial operations.- Data Analysis and reporting.- Rotating shift optimization model.

- Machine Learning and Deep Learning models deployment to predict the bill demand.- Metaheuristics applied to Combinatorial Optimization solving the Machine Scheduling problem in the banknote printing.