“Engineer of structured intelligence. Explorer of hidden connections.”
Architecting systems where logic meets meaning.
- 🎓 ML Developer & Researcher, 3 Scopus papers, 20+ AI publications
- 🔬 Focus: Graph Machine Learning, RL agents, AI for science & industry
- 🧩 Notable Projects: Face Swap, BIOHACK, Abeona, CVAT-integrated tools
- ⚙️ Tech Stack: Python, PyTorch, OpenCV, Docker, K8s, FPGA, LLM fine-tuning
- 🌍 Based in Rostov-on-Don / Taganrog | 🇷🇺 RU | 🇬🇧 EN (B1)
I see code not as a tool — but as a glyph, a living structure.
My work lies at the intersection of AI, mathematics, and human sense-making.
Each repository is a node in a larger graph of ideas.
“To build is to align the chaos of input with the elegance of emergence.”
- 🧠 3 publications in Scopus-indexed journals
- 📚 20+ publications in Russian AI & automation journals (RISC, VAK)
- 🧭 Regular speaker at AI/ML conferences
- Programming: Python, NumPy, Pandas, Polars, OpenCV
- ML Frameworks: PyTorch, TensorFlow, Keras
- Deployment: Docker, Kubernetes, CI/CD
- Specialized: LLM alignment, RL, Graph ML, FPGA/ASIC
| 🧩 Name | Description | Link |
|---|---|---|
| Face Swap w/ Diffusion | Realistic face replacement using inpainting | Repo |
| BIOHACK | Reverse face images from vector embeddings | Repo |
| Abeona LifeHub | Voice-based productivity assistant with AI | Repo |
| CVAT Autoseg | Custom U-Net model for CVAT auto-segmentation | Private |
| CyberGarden | Graph classifier of IT-solutions (case study) | Repo |
"Each of these is a piece of a greater architecture, designed to solve, augment, or reveal."