Aleksei P. Email & Phone Number

Serbia

Istanbul, Turkey

• Made a research on machine learning for sound, music, MIDI generation.
• Performed lots of experiments with SOTA models for music generation, MIDI generation and recognition, style transfer, sound synthesis.
• Collected data, developed and trained GANs, transformer models with PyTorch for the music GenAI.
• Collected data and trained TTS models FastPitch, FastSpeech, WaveGlow for Speech Generation to increase thenumber of speakers and increase the quality of the generated speech
• Designed and developed application for high-end music generation with VST plugins
• Researched Machine Learning and signal processing tools to enhance the quality of generated sound applied to sound quality enhancement.

St Petersburg City, Russia

• Researched Deep Learning and Machine Learning approaches applied to the radio signals classification.
• Developed tools for the data labeling, data augmentation.
• Applied transfer learning to computer vision models ResNet, Inception, VGG.
• Based on the data analysis built custom CNN based classifier which overcome other solutions and achieved 80% of precision and recall for 4 of 5 classes on classification problem.

St Petersburg City, Russia

• Building RESTful APIs with Python
• Worked with Django’s ORM database interactions

Master'S Degree, Big Data And Machine Learning

Experienced in differential equations, discrete event simulation, machine learning algorithms.

Bachelor'S Degree, Infocommunications

Strong knowledge in mathematics, physics, digital signal processing, theory of coding and information theory.