Luxoft
Homeoffice-Coaching, Tacitusstraße, Cologne, Germany
Project Description
In this project, Luxoft helps the customer, which is a German manufacturer, to develop, train, and deploy Machine Learning models for internal customer needs.
Some of the models include: Automatic warranty claim approval
Financial forecasting
Automatic anomaly detection in engine signals (IoT on mining trucks)
Models use both unstructured data (text) and data in tabular format. Knowledge of handling different data types (structured, text, image) is expected. The customer develops engines for mining trucks, yachts, cruise ships, power generators, etc. Technologies: Python, unit testing, pandas, NumPy, Machine Learning, Data Science, Azure Databricks, MLFLow, Docker, Gradient Boosting Trees (LightGBM), Pyspark , Tensorflow, Keras, Deep Learning, LSTM, Kanban, Azure DevOps.
responsibilities
Build, train, run, own, and validate predictive and explorative analytical AI models
Analyze large and complex data...