DevTeam.Space Developer Profile, Anton

Anton

DevTeam.Space Developer Profile, Anton ML and Data Science Developer

Europe
Experience: 10 years
Availability: Full-time
Hire Anton
Europe
Experience: 10 years
Availability: Full-time
ML and Data Science Developer at DevTeam.Space since September 25, 2017

Anton is an expert data scientist with a decade of experience in software development and has led teams on various innovative projects.

Also worked with
Keras Tensorflow Tensorflow-Serving sklearn Librosa
Location:
Europe
Experience: 10 years
Availability: Full-time
Skills and Qualifications

Languages

  • Python

Frameworks

  • PyTorch
  • NeMo

Libraries/APIs

  • Keras
  • Tensorflow
  • Tensorflow-Serving
  • sklearn
  • Librosa

Other

  • Transformers
  • CNNs
  • RNNs

Featured DevTeam.Space Projects

Natural Language Processing for a Book Publisher

Machine Learning

Ecommerce

Europe

AI, B2B, Backend, ML, Python, Recommendation Engine, TensorFlow

A natural language processing engine to classify ebooks by genre and customize social ads.

Details

Some of Anton’s Projects

Dozor

Team Lead Data Scientist

For the Dozor Project with a car-sharing company, Anton developed an Android app featuring facial recognition to verify authorized drivers and a novel smoking detection capability, designed from scratch. This required extensive research, data collection, and experimentation with neural networks, resulting in an accurate, offline-capable system for embedded car systems.

For the Dozor Project with a car-sharing company, Anton developed an Android app featuring facial recognition to verify authorized drivers and a novel smoking detection capability, designed from scratch. This required extensive research, data collection, and experimentation with neural networks,...

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  • Android
  • Python
  • Keras
  • Tensorflow
  • Tensorflow-Serving
  • TensorflowLite
  • YOLOv5

BusFactor

Team Lead Data Scientist

In the BusFactor project, Anton focused on monitoring public transport drivers for mobile phone use while driving, ensuring correct camera alignment and continuous operation within the driver's cabin. He successfully managed the deployment of these models onto the client's systems.

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  • Python
  • Keras
  • Tensorflow
  • Tensorflow-Serving
  • YOLOv3

Recognition of goods on the shelves

Team Lead Data Scientist

For a merchandising solution, Anton worked on recognizing goods on shelves, comparing actual product arrangements with planned layouts. This involved OCR, one-shot learning, image generation in Blender, and the development of marking tools for real products. He explored various detection and classification methods, optimized models for Android devices, and experimented with OCR and one-shot learning techniques.

For a merchandising solution, Anton worked on recognizing goods on shelves, comparing actual product arrangements with planned layouts. This involved OCR, one-shot learning, image generation in Blender, and the development of marking tools for real products. He explored various detection and...

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

Hitfactor

Data Scientist

In the Hitfactor project, he contributed to developing a system to detect athletic starting signals or shots in soundtracks using convolutional and recurrent neural networks. Anton improved the system's accuracy in identifying relevant sounds by employing clustering algorithms, distinguishing important shots from background noise.

In the Hitfactor project, he contributed to developing a system to detect athletic starting signals or shots in soundtracks using convolutional and recurrent neural networks. Anton improved the system's accuracy in identifying relevant sounds by employing clustering algorithms, distinguishing...

Read more
  • Python
  • Keras
  • Tensorflow
  • Librosa