About me
Enthusiastic person with 4 years overall IT experience.
Familiar with modern AI/DL spheres.
Lead the team that won Intel OpenVINO hackathon.
Proactive team member and creative thinker.
My key soft skills are:
- Problem-solving
- Adaptability
- Critical thinking
Experiences
- Creation and training of DL models
- Establishment of models training pipeline
- Model launch on mobile device
- Development of REST service for model demo
- Creation and training of time series prediction models
- Unstructured data analysis
- Research on detection and recognition computer vision models
- Preparation of demo on embedded devices
Worked in a cross-geo team.
- Supported team software development and testing processes
- Collaborated to product porting on Linux systems
- Continuous Integration system establishment
- Take part in team management
Projects
Bachelor's thesis — ASR methods research (using DeepSpeech to recognize speech in Russian language)
- Development of the Russian language speech recognition system based on DeepSpeech architecture. The best WER demonstrated by my approach currently equals to 15.8% with language model usage, but could be improved with bigger dataset.
Voice messages recognition bot for vk.com
- Bot allows to convert any voice messages to text output. (forwarding the message is the only required action)
Text bot for vk.com
- Text bot that sends to users current wearher, traffic jam and much more
Hackathons
I often participate in and win hackathons as a leader of Team Pepe.
My responsibilities include but not limited to AI models creation, product presentation and team management.
Speaker&emotion recognition on Raspberry Pi w/ Intel NCS 2
Visual search of goods and tenders
Chemical production predictive model
Room type determination based on a photo
Face detection