DevTeam.Space Developer Profile, Kirill
DevTeam.Space Developer Profile, Kirill ML and Data Science Developer
Kirill is a data scientist with 5 years of experience specializing in machine learning, working with both startups and enterprise clients.
Skills and Qualifications
Languages
- Python
Frameworks
- PyTorch
Tools
- Docker
- DVC
Platforms
- MLFlow
Featured DevTeam.Space Projects
AI, B2B, Backend, ML, Python, Recommendation Engine, TensorFlow
Eksmo is one of the largest publishing houses in Russia. Our machine learning dev team developed neural networks for classifying books by genres. The final system allowed the customer to create a recommendation engine featuring certain books on the publishing house’s advertisements.
Details
Some of Kirill’s Projects
Video Podcasts
For a podcast startup, Kirill developed a system to segment text into semantic paragraphs. Utilizing transformer architectures and various Bert models, he enabled the automatic division of podcast texts into meaningful sections and the generation of titles for these sections.
Read moreHitfactor
In this project aimed at detecting starting signals or shots in athletic events, Kirill designed a system architecture employing convolutional and recurrent neural networks. His work focused on enabling the system to distinguish and ignore irrelevant sounds coming from different directions.
Read moreVehicle Detection and License Plate Recognition
Kirill tackled the challenge of identifying traffic violations by creating a system for vehicle detection, multi-angle identification, violation detection, and license plate recognition. This involved exploring various OCR methods to accurately recognize license plates.
Read more