portfolio
Welcome to my project collection
what I worked on
Computer Vision GenAI 3D
AI Fashion App
We explored two fundamentally different approaches to digital clothing try-on. Our mission was to investigate both image manipulation and 3D mesh-based solutions, each serving distinct use cases in the virtual fashion industry.
Computer Vision
3D Floorplan Reconstruction
Our mission was to transform raw architectural blueprints into realistic and accurate 3D representations that could be explored in any browser—or even with VR headsets.
Computer Vision
Cashierless Store
Creating a seamless and secure environment where customers could browse, select products, and leave without traditional checkout processes.
NLP Biomed NeuroSymbolic AI
Medical Assistant
A system that stores up-to-date information from scientific medical sources and assists in clinical decision-making.
fun / experimental
Biomed
Protein Structure Classification
Custom protein structure classification, based on PDB and CATH data. The core task is predicting protein architecture based on its amino acid sequence and 3D structure.
Computer Vision
Gesture Recognition System
Real-time / recorded video gesture recognition system with system control and magical visual effects.
Computer Vision
CubiCasa5k Object Detection
API code for detecting walls and rooms in architectural floor plans. I’ve converted CubiCasa5k dataset to COCO format for smoother integration with detection framework.
Sequence Prediction
Geological Layer-Depth Prediction
Predicting likely 1D layer-depth sequences based on formations where lateral wells are typical
Computer Vision
Curved Surface Segmentation
Just a set of Computer Vision problems solved using classical methods and the SAM model
Computer Vision
Pandemic Vision
The module allows you to collect statistics and build a dashboard displaying screenshots of violations, as well as elementary graphs for the last 24 hours
NLP
Gemma for Russian
This project fine-tunes a Gemma language model using PEFT and LoRA on a dataset of texts by communist authors of the Soviet era.