Optech Informatik Engineers have long term experience e.g. in the domain of Fraud for pattern recognition and outlier detection. What began as a complex research field some twenty years ago has now transformed into a mature technology which can be used on production level in a large set of mission critical applications.
Our services are based on a framework of technologies:
– Python, Scikit-Learn, Gradient Boosting, Tensorflow, Keras, Pandas, Google BigQuery, Real-Time DBs
to be applied in a vast area of application fields:
– pure mass data analysis, cleaning, segmentation, pattern recognition, outlier detection, clustering analysis
– Text/Speech Recognition and Transformation
– complex decision learning, e.g. transform human case handling into automatic actions
– Time Series Prediction (e.g. Warehouse, Resource Consumption, Line Occupations)
– Picture & Image Classification
We can provide consulting services as well as customized products integrated into a production ready (VM-based) environment.