We do R&D for AI-aware enterprises, non-profits and individuals
Data analysis and visualization
Python programming. Data preparation. Feature engineering. Data distribution and correlation analysis. Time-series analysis. Attractive visual representation of model features.
Prediction model development
Classification and regression prediction models with Python. Time-series prediction. Hyper-parameters optimization. Traditional and deep learning algorithms and architectures.
Natural Language Processing (NLP) analyses and pipeline. Supervised and unsupervised text classification. Topic segmentation. Sentiment analysis. Text mining.
Biomedical image analysis
Object detection in x-ray, CT and microscopic images (YOLO, Faster RCNN architectures). Medical image classification. Image pre-processing: filtering and normalization.