I'm an AI/ML, Full-Stack, and Web3.0 Developer with a rich experience spanning over 10 years across key sectors such as finance, healthcare, and legal. My professional journey focuses on crafting scalable and cross-functional solutions that harness advanced AI, blockchain technology, and embedded systems. I am deeply passionate about enhancing the accuracy of LLMs, advancing edge AI technologies, and designing robust, secure decentralized systems.

• Tech Stack: Proficient in AI/ML, Full-Stack and Web3.0 Development.
• Technologies: Skilled with Docker, Kubernetes, AWS, Azure, GCP, TensorFlow, Solidity, and Web3.js.
• Current Focus: Concentrating on Machine Learning Engineering.

Strative, San Francisco (Remote)
October 2024 – Present

• LLM Optimization: Successfully enhanced LLM accuracy by 20% for applications in healthcare, finance, and legal sectors by utilizing Retrieval-Augmented Generation (RAG) alongside domain-specific data pipelines on Google Cloud Platform (GCP).
• ML Deployment Pipelines: Engineered robust ML pipelines that include A/B testing and automated monitoring to ensure sustained model performance and scalability on GCP.
• Key Skills: LLM, RAG, GCP, Data Retrieval, Scalability

Alta Ares, France (Remote)
May 2024 – Present

• Edge AI Optimization: Increased the processing speed of YOLOv8 by 4x for drone applications by converting PyTorch models to TensorFlow Lite, optimizing performance for low-latency hardware.
• AI-Powered Chess Coaching System: Enhanced user engagement by 25% by integrating the Lc0 neural network with ChatGPT for real-time AI-driven coaching.
• Key Skills: YOLOv8, TensorFlow Lite, PyTorch, ChatGPT, Neural Networks

Conrads Consult & Engineering, Germany (Remote)
February 2022 – October 2024

• FPGA Customization: Improved USRP board performance for GSM-R signal processing by 20% using ModelSim for verification.
• Backend Scalability: Developed and maintained a highly reliable backend for Liox.io, achieving 99.9% uptime and reducing load times by 30% through Kubernetes orchestration.
• Key Skills: FPGA, ModelSim, Backend Development, Kubernetes

Vertor Force, Germany (Remote)
February 2020 – January 2022

• Blockchain: Created the frontend for a blockchain-based financial platform, significantly enhancing user engagement and streamlining access to crypto-financial services.
• Cross-Platform Development: Developed a trading app integrating MT4/MT5, enhancing trading efficiency by 15% through React Native and Electron.js.
• Key Skills: Solidity, Ethereum, Solana, Cross-Platform Development

WBE, Lviv, Ukraine (On-site)
October 2018 – February 2020

• Frontend Development: Boosted user engagement by 40% with a responsive frontend for an e-commerce platform using React and Tailwind CSS.
• Key Skills: React, Tailwind CSS, Frontend Development

• LLM Accuracy Enhancement with RAG on GCP: Led a project to decrease hallucination rates by 20% in high-stakes sectors like healthcare and finance by implementing data pipelines for domain-specific retrieval on GCP.
• Real-Time Drone Object Detection with YOLOv8 and TensorFlow Lite: Enhanced the processing speed of YOLOv8 by 4x for real-time object detection on resource-constrained devices.
• Interactive Chess AI Coaching Platform: Integrated Lc0 with ChatGPT to improve gameplay understanding and engagement by 25% through real-time AI-powered coaching.
• Multi-Chatbot for Document Navigation with LangChain & AWS: Reduced document search times by 35% with a multi-chatbot interface that utilizes NLP processing pipelines on AWS for efficient, real-time complex query handling.
• Decentralized Smart Contracts on Ethereum & Solana: Developed efficient smart contracts for NFTs and digital assets, reducing transaction costs by 15%.

Master of Computer Science
Lviv Polytechnic National University

• Recent studies include Blockchain, Cloud Computing, Computer Vision, Machine Learning, Prompt Engineering, Digital Image Processing, and Financial Risk Analytics.

• AI/ML: Expertise in LLM Optimization (RAG, Transformer Models), Object Detection (YOLOv5-11), NLP (LangChain, ChatGPT), AutoML, and Feature Engineering.
• Frontend: Proficient in JavaScript (React, Next.js, Vue.js) and UI/UX design with Tailwind CSS.
• Backend & Full-Stack: Node.js, Django, Symfony, and API integration (REST, GraphQL) with a focus on microservices and serverless architecture.
• Blockchain & Web 3.0: Skilled in Solidity, Ethereum, Solana, Truffle, and Web3.js.
• Cloud & DevOps: Well-versed in AWS, Azure, GCP, Docker, Kubernetes, Terraform, and CI/CD practices (GitLab CI, GitHub Actions).
• Embedded Systems & IoT: STM32, PIC, FPGA, Verilog, VHDL, and real-time data processing.

When I'm not deep in tech, I love exploring Ukraine's breathtaking landscapes or experimenting with new recipes in the kitchen!

I'm keen to connect on AI, Blockchain, or Full-Stack development projects. Let's innovate together!