My Projects

Algorithmic Trading

Bakeneko - Author

Bakeneko

Maximizes profit through dynamic rebalancing across pairs and strategies. Finds realtime best current market inefficiencies. Utilizes advanced meta-simulators for optimal market parameter tuning. Development initiated in 2018. Achieved 52x profit to date. Primary source of income. Private project


Deep Learning

Yet Another YOLOv4 - Author

Yet Another YOLOv4

First implementation of YOLOv4 model on PyTorch. More than 20 additional features added. Many thanks to Alexey Bochkovsky for helping and advising.
GitHub >

Weed Detection - Contractor

Weed Detection

Developed a system to detect weeds among good crops. I have created an ML CV algorithm for easier plant annotation, and also developed a pipeline for further training and inference of YOLOv4.

Animal Detection - Contractor

Animal Detection

Scouting cameras often trigger on moving objects that are not animals. I have developed an algorithm that detects whether there is an animal in the video, classifies the animal, and also tells where the animal is located. I have tested Image Classification and Object Detection approaches. Implemented and used GradCAM tools for interpreting the network's operation. Also, I used novel methods for video preprocessing. As a result, I was able to achieve 96% accuracy.

FameFlow - Co-Founder, CTO

FameFlow

With FameFlow you can generate ads with celebrities. We are paying celebrities royalties for each impression.
AppStore > Website > Ecom >


Entertainment Industry

Shelter - Co-Founder, CEO

Shelter

With amazing team, I have developed amazing party game Shelter. It has 2.5M downloads combined and regularly was in TOP5 for games in Eastern Europe.
Google Play > AppStore >

Musly - Co-Founder, CEO

Musly

Musly is an application to explore nearby museums and taking interactive audio tours through them.
AppStore > Website >


Misc

RAG Against The Machine (Hackathon) - Team Member

RAG Against The Machine

🥈 2nd Place at AGI House Hackathon. We built an app that helps find commonalities, divergences, and contradictions in the news by gathering and preprocessing the most versatile sources. Using this tool, people can access real, factual data without the need to spend 4 hours reading different sources.
GitHub > Presentation >

PlateMatch (Hackathon) - Data scientist, Mobile Developer, Backend Developer

PlateMatch

Accelerate SF Hackathon project. PlateMatch is a mobile app that uses license plate and vehicle recognition technology to flag and report mismatched vehicles potentially used for criminal activities. It provides city officials and authorized citizens with an admin dashboard for real-time incident reports.
DevPost > Reddit >