Ivan Kalinchuk Email & Phone Number

Munich, Bavaria, Germany

Munich, Bavaria, Germany

Software Engineering position, major in machine learning, data engineering and natural language processing

Remote

- Human key pose understanding- Neural networks training and deployment to production servers- White papers code implementation from scratch - Preparation and Presentation of new features to Product designers and Chief officers- Classical Computer Vision algorithms- Recurrent Neural Networks for object tracking on video steam

Minsk, Belarus

- Feature engineering on geospatial and satellite image data- Time series data analysis: anomaly detection, price volatility calculation, duplicates filtering

Minsk, Belarus

- Built DL models for object detection on documents;- Generated extra image data, using OpenCV and PIL, to improve models' performance;- Deployed models to production with Docker, FastAPI, and Azure. Configured continuous deployment;- Sensitive biomedical 3D data analysis, augmentation- Trained from scratch a segmentation model for 3D point clouds- Researched and implemented models to solve the Named Entity Recognition and Aspect Based sentiment analysis problems for NLP.- Mentored trainees in the basics of Data Science and Computer Science.

Remote

Developed a multi-threading app on C# with WPF and FastAI for furniture detection