AI Engineer
Full-Stack, automation and Games Developer | Innovation Enthusiast
Developer with expertise in building production-grade LLM applications, fine-tuning models, implementing RAG and agentic systems. Developer of games and educational programs on Unity.
Developing cybersecurity AI assistant for programmer and DevOps engineers; + other AI projects.
Research, Forecasting, Innovation; AI, Python (Flask, FastAPI), Vue.js; Vector DB, Embedding, LLMs, big data, various metrics, trend analysis, and clustering; Multi-agent workflow.
Developing a project that uses different resources (like media, news, jobs), analyze it and forecast the future trends using AI and LLMs techniques.
Founder AeroRozum. Main project is now in R&D and prototyping stage. Technical PoC complete.
Fully automated drone (UAV) that can fly very long distances with no human intervention or maintenance. Everything, from mission planning & execution to obstacle avoidance, self-charging, and signal transmission, is done by the device itself.
Vue.js frontend with Python Flask backend, MariaDB SQL,
JavaScript, Jinja templating,
and LLM integration for automated proposal's text analysis,
suggestions, workpackages/risk assesment, keypoints generation generation & validation, etc.
Personally fully developed Google Docs plugin for grant writing. Conducting experiments with LLMs, fine-tuning, RAG, contribution to other projects.
Developed an AI-powered safety detection system for Enefit Industry using computer vision and machine learning. Implemented real-time visual analysis with deep learning models for object detection, anomaly detection, and safety protocol monitoring. Technologies: Python, OpenCV, PyTorch/TensorFlow, CNN models, image processing pipelines, real-time inference. Collaborated in a cross-country team with Enefit Industry representatives and TalTech mentors. Delivered working prototype from concept to demo in a short time. Received "Excellent" rating from company representatives and jury.
Designed a language-learning game integrating book reading, vocabulary building, and engaging monster battles. Used Unity, C#, AI & Translators; Python and DB.
Developed and maintained a production-level commercial TON-parser bot for Telegram. Completed other tasks in blockchain data parsing, AI and related areas using Python, SQL, TON-Chain, and LLMs APIs.
Built Pine Script indicators and Python-based trading bots for automation on platforms like TradingView, Bybit/Binance. Used AI to analyze trading data too. Technologies: Python, PineScript (JS syntax), JS, AI, Trading data, Blockchain.
Created and maintained an educational app for research and development project, enabling physics experiments using smartphones. Used Unity (C#), JavaScript and Python.
Developed an alert system leveraging volume speakers for emergency notifications in remote areas in Ukraine. The system allowed people to connect their speakers and receive rewards for notification people depending on place, volume, alert frequency etc. Used JavaScript, Python (Flask&FastAPI), SQL, APIs, Blockchain (Solidity).
NLP4DH, Journal of data Mining and digital humanities: assessment of scientific papers, decision making on whether to accept the paper into a journal or not, writing a review
Official volunteer role awarded by vote and professors recommendation. Led aerospace initiatives, organized events, and coordinated projects to inspire a passion for STEM. Assisted teachers in delivering engaging physics and astronomy lessons. Developed software and created original challenges and tasks. Authored research papers and maintained academic journals.
All possible help to my country in difficult times. Finding bugs, security holes, access errors, writing software etc. Cooperation with "IT ARMY of Ukraine". Creating a website for automatic DDOS of propaganda resources of the russia, creating protection against attacks, helping people with the configuration of remote servers for that purpose, and assisting in developing military drawings, participating in the production of masking nets.
Security Audit & Vulnerability Remediation for Production AI Tool (mikro-Mikko): I led a comprehensive security audit for a critical production-level tool, identified 5 high-impact critical issues, 4 moderate vulnerabilities, and 2 low-impact issue.
Self-developing and staying updated with innovations. Taking part in many cognitive activities.
Speaker, presenter, organizer. Recent examples: speaker at "Expert and Support Forum for Rebuilding Ukraine" Helsinki, "New Dimensions in Construction 2024"; workshop (presenter) Pedaforum 2025.
Conference participation: AI in AEC 2025, Slush Events, Python meetups (monthly), AWS GameDay, SRE Finland, Unity 6 stream, SoftServe.