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Daniil

  • Machine Learning
  • Python

Daniil  is a data scientist with 4 years of experience in machine learning.

Daniil and more developers are now available for hire.

Hire Daniil

Skills and Qualifications

Languages

  • Python

Frameworks

  • PyTorch

Libraries/APIs

  • Tensorflow
  • Keras

Tools

  • Docker
  • DVC

Platforms

  • MLFlow

Projects

Dozor

Data Scientist

This was a project for a carsharing service. The project involved creating a system that allowed it to detect and recognize all the faces in the car as well as to detect whether any persons are smoking. The system was required to work offline which was an added challenge. Daniil created a facial recognition solution that could then be embedded into the car’s computer device. He also implemented a cigarette detection solution and a microservice for preparing face vectors to allow for comparison on a device.


  • YOLOv5
  • MobileFaceNet
  • Python
  • Tensorflow
  • Keras
  • Flask
  • Docker
  • Tensorflow-Lote
  • MLFlow
  • DVC

Recognition of goods on the shelves

Data Scientist

A solution was needed for merchandisers who compare the real arrangement of goods (realograms) with a plan (planogram). OCR and one-shot learning were used to search the product database using triplet loss network training. The generation of images in Blender was required, as was the development of tools marking real goods. Daniil experimented with various detection and classification approaches, taught OCR models, developed image generation using Blender, and ported and optimized models for Android devices.


  • Python
  • Keras
  • Tensorflow
  • Tensorflow-Serving
  • YOLOv3
  • one-shot learning

Hitfactor

Data Scientist

A project that was required to find athletic starting signals or shots on a soundtrack. Daniil helped develop an architecture using convolutional and recurrent neural networks. He was also required to allow the system to be able to separate shots coming from other directions, which are not important.


  • Python
  • Keras
  • Tensorflow
  • Librosa