The company is energy and gas holding in Europe

ConsultingEU

Company

DTEK Group

Industry

Energy Generation

Country of the Company

EU

Type of Service

Consulting

Tasks

  • Develop a predictive model on the wind energy production forecast
  • Analyze historical data for accuracy
  • Implement and test the model

Challenges

Accurately forecast wind energy production based on historical data.

Solutions

  • Developed a predictive model for wind energy production
  • Utilized historical data for training and testing the model
  • Implemented machine learning techniques to enhance forecast accuracy

Outcomes

  • Model Forecast – mean Absolute Percentage Error was <10

Technologies Used

Python (pandas, numpy, scipy, scikit-learn)

PyTorch

LSTM

Company

DTEK

Industry

Wind energy generation

Country of the Company

EU

Type of Service

Consulting

Learn about our impact through case studies

EU Design Compliance

AI platform for streamlined design compliance and reduced project risks

Developed a Generative AI-powered interface for IBC and ASCE queries, enabled iterative refinement, integrated design standards, and optimized mobile/desktop usability.

LEARN MORE
USA TV Analytics

Leading omniscreen advertising platform

Developed ML for OTT screen classification and TV channel recommendations, and empowered engineers to work with minimal supervision.

LEARN MORE
UK Marketing

Leading data services company specializing in data consulting and digital marketing

Developed audience AI clustering models based on behavior patterns and conversion probability. Created a multiplicative marketing mix model and introduced models for audience clustering.

LEARN MORE
USA Manufacturing

Platform for 24/7 real-time safety monitoring

Improved computer programs for better factory monitoring, combined them with real-time location and sensor data, and built new tools and websites for managing everything.

LEARN MORE
USA Pharmaceutical R&D

Deep learning models for predicting organic compound solubility and interactions.

Integration with R&D workflows; data privacy compliance.
Expert services reduce research time and costs by 15-20%, enhancing drug discovery success rates.

LEARN MORE
UK Pharmaceutical R&D

AI-driven tools for peak prediction and automatic peak integration

Integration with LIMS, compliance with regulatory standards and GMP.
Machine learning enhances HPLC capabilities, achieving a 20-25% increase in operational efficiency and reducing manual workload.

LEARN MORE