We can understand, implement, and customize even the most complex neural network architectures in order best match problem requirements.

Computer Vision / Image Recognition

• Experienced in building data pipelines for computer vision in order to ensure image input consistency and preparation for the learning process.
• Experienced with popular image classification, segmentation, generation and enhancement architectures.

Classification / Prediction

• Experienced in building custom architectures for various classification or value predictions. We have successfully built various algorithms/nets with application in cybersecurity (malware classifier, attack prediction), sales process stage classification.

Natural Language Processing (NLP)

• Experienced with NLTK and Spacy frameworks and successfully applied unsupervised document clustering using various machine learning techniques.
• Our team is currently working on topic extraction research using attention based transformer.