Pampa Energía Drives Innovation
with Machine Learning

Project Summary

Pampa Energía, a leader in the energy sector, has trusted Voolkia to train its team in Machine Learning, bringing innovation to the Oil and Gas industry.

The Challenge

Pampa Energía faced the need to develop Machine Learning models to optimize processes and enhance decision-making. However, the company lacked expertise in this field, limiting its ability to progress in key technological initiatives.

Implemented Solution

Voolkia designed a tailored training program for Pampa Energía, focused on using Deep Learning models with tools such as Python, Keras, and TensorFlow. This program was directed at a multidisciplinary group of industry professionals, including geologists, petroleum engineers, petrophysicists, mathematicians, and technicians, many of whom had little to no prior knowledge in programming or Machine Learning.

RESULTS

300% Increase in theNumber of Machine Learning Models

In less than two months, Pampa Energía's team developed a significant number of models that are optimizing key processes like exploration, production, and energy distribution.

70% Reduction in Implementation Time

Thanks to the training provided, models are implemented much faster compared to those previously developed by external data scientists.

70% Decrease in the Need for Data Scientists

The internal team now possesses skills equivalent to those of a data science team, generating significant cost savings.

Key Benefits

Accelerated Innovation

Pampa Energía can now develop and implement Machine Learning solutions quickly and efficiently.

Improved Decision-Making:

The new models provide valuable insights for more informed decisions across all areas of the business.

Cost Reduction

The company saves money by developing models in-house, reducing reliance on external resources.

Client Testimonial

"The training provided by Voolkia has transformed our team, enabling us to innovate faster and more effectively. The results have exceeded our expectations, saving us valuable time and resources."

Conclusion

With Voolkia’s collaboration, Pampa Energía has not only optimized its internal processes but also strengthened its competitive advantage in the energy sector, reaffirming its leadership in the industry.