Data Scientist with a strong foundation in Applied Mathematics and Computer Science, focused on time series forecasting, applied machine learning, and data-driven decision systems.
📍 Bogotá, Colombia
📧 juanjo.zuluaga@urosario.edu.co
🔗 LinkedIn: https://www.linkedin.com/in/juan-jos%C3%A9-zuluaga-pati%C3%B1o-87b9181ab/
I work on applied data science problems where mathematical modeling, statistical reasoning, and machine learning meet real-world decision-making.
My main interests and experience include:
- Time series forecasting and predictive modeling
- Applied machine learning for structured and image-based data
- Feature engineering, model validation, and error analysis
- Data-driven systems deployed in production environments
I also have prior experience building full-stack systems, which informs my approach to data pipelines, reproducibility, and deployment — though my current focus is data science.
Data Science & ML
- Python (Pandas, scikit-learn, TensorFlow)
- Time series analysis, statistical modeling, deep learning
- Computer vision (object detection, CNNs)
Scientific Computing
- Numerical methods and optimization
- MATLAB, Python-based scientific workflows
Data & Production
- SQL, relational database design
- Docker, Git, CI/CD for reproducible pipelines