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Hey there! I'm Yurii 👋 — an AI/ML Engineer who believes the best way to learn is by building. After spending years developing production ML systems and teaching at MIPT, I'm now channeling that experience into something bigger: YuriODev.

I recently wrapped up the intensive MLX Applied Machine Learning program, where I dove deep into the cutting edge — Transformers, RAG (Retrieval-Augmented Generation) systems, PEFT/LoRA fine-tuning, Vision Transformers, and the art of deploying it all with Docker/Kubernetes. But what excites me most? Taking these complex technologies and making them accessible to everyone.

My journey's been quite the adventure: from modeling chaos theory at 14 and attending CERN's summer program, to building ML systems that detect sleep patterns with 87% accuracy and predict property values across the UK. Along the way, I've published research that transformed how educational institutions approach grading automation.

Now, I'm building YuriODev because I believe AI education needs a revolution. No more dry theory or copy-paste tutorials. Instead: interactive coding environments, real-world projects, and a path from "Hello World" to deploying your own transformer models. It's the platform I wish existed when I started — and I'm making it happen.

Whether you're curious about AI, looking to level up your ML skills, or interested in collaborating on the future of tech education — let's connect and build something awesome together! 🚀

The YuriODev Vision

Building a comprehensive educational platform for AI/ML with hands-on coding environments, interactive courses, and real-world projects. From foundational Python to advanced Transformers and RAG systems.

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yuriodev_platform.py

Coming Soon - Interactive AI/ML Learning Platform:

  • 🚀 Interactive Python sandboxes for real-time code execution
  • 📚 Structured learning paths from basics to advanced ML
  • 🔬 Hands-on projects using real datasets and industry tools
  • 🎯 Progress tracking and personalized learning recommendations
  • 🏆 Certificates and skill validation for career advancement
  • 👥 Community features for collaborative learning

First courses launching: "Python for Deep Learning" and "Git Essentials for ML Engineers"

PHASE 0: GENESIS - Week 5/8

Featured Research & Development

Production AI/ML systems, educational innovations, and research contributions spanning healthcare, real estate, and educational technology.

yuriodev_platform

Comprehensive educational platform for AI/ML learning with interactive coding environments, progress tracking, and hands-on projects. Full-stack application featuring FastAPI backend, Next.js frontend, Docker containerization, and integrated code sandboxes for Python execution.

FastAPI Next.js PostgreSQL Docker Redis Educational Design MLOps

educational_reform_research

Co-authored research papers on digital transformation in Ukrainian education, developing ML algorithms for grading automation and student performance evaluation. Published findings at international conference influencing assessment design across multiple educational institutions.

Scikit-learn Pandas Statistical Analysis Educational Research ML in Education Publication

health_analytics_system

Production ML system processing wearable sensor data (accelerometer, PPG) for actionable health insights. Achieved 87% accuracy in sleep pattern detection and 92% in stress-level identification. Real-time streaming architecture with GDPR compliance for sensitive health data.

PyTorch Asyncio Redis Signal Processing Time Series ML GDPR Compliance

property_price_predictor

Production-ready ML models for UK property valuations with 94% accuracy using historical and geospatial data. Scalable GCP pipeline handling 10+ years of transaction data (2008-2019), improving data processing throughput by 78% with reusable Python modules for feature engineering.

XGBoost LightGBM BigQuery GCP Geospatial Analysis Time Series

resume_job_matcher

AI-powered resume parser and job matching system using hybrid methods (layout analysis + LLM via Google Gemini API). Multi-service architecture with 93% F1 score in role classification, utilizing PostgreSQL and MongoDB for comprehensive data storage and retrieval.

Transformers Gemini API MongoDB PostgreSQL NLP Microservices

python_interactive_course

Open-source Python course with automated CI/CD testing workflow using GitHub Actions and pytest. Comprehensive curriculum from fundamentals to OOP with real-time feedback for learners. Foundation for the educational methodology used in YuriODev platform development.

Python GitHub Actions Pytest CI/CD Education Open Source

Research & Development Journey

From early research in non-linear dynamics to building production AI systems and educational platforms.

2024 - Present
YuriODev Platform Development & MLX Graduate

Building comprehensive AI/ML educational platform after completing MLX Applied Machine Learning program. Advanced training covered Transformers, RAG, PEFT/LoRA, Vision Transformers, multi-head attention, GPU optimization, and production deployment with Docker/Kubernetes. Currently in Phase 0: Genesis.

2023 - 2024
Production AI/ML Systems & Healthcare Analytics

Developed production ML systems for healthcare and real estate sectors. Health analytics platform achieved 87% accuracy in sleep pattern detection with real-time streaming. Property prediction system reached 94% accuracy with scalable GCP architecture processing 10+ years of data.

2021 - 2022
Healthcare ML & Educational Innovation

Created diabetes risk assessment tools with NHS compliance (89% sensitivity, 83% specificity). Launched interactive Python course with automated testing and CI/CD. Advanced mathematical and ML foundation through coursework and practical applications.

2018 - 2020
iOS Development & Mobile ML Integration

Native iOS applications with CoreML integration for on-device machine learning. Full project lifecycle management, complex API integrations, and mobile-first AI implementations. Established foundation for cross-platform educational technology.

2015 - 2017
Educational Leadership & Research Publications

Led Methodical Work department at MIPT, designed advanced STEM curricula, and co-authored research papers on educational reform focusing on digital transformation and grading automation. Published findings on stakeholder readiness for digital tools in education.

2010 - 2013
Early Research & International Recognition

Research in non-linear dynamic systems (Lorenz attractor, Chua's circuit) earning Ministry of Education recognition. Participated in CERN summer school program (2012). Foundation in differential equations, complex systems, and chaos theory that informs current AI/ML work.

Technical Competency Matrix

Comprehensive skill set spanning AI/ML engineering, full-stack development, research methodology, and educational design.

transformers_nlp.py
Loading language models...
Expert
RAG PEFT/LoRA LLM APIs Sentence Transformers Gemini
pytorch_ecosystem.py
Neural networks initialized...
Expert
Model Dev Custom Layers TorchServe GPU Optimization
mlx_advanced_dl.py
MLX Applied ML certified...
Expert
Vision Transformers Multi-head Attention Mixed Precision
backend_apis.py
FastAPI services deployed...
Expert
FastAPI PostgreSQL Redis Microservices REST/GraphQL
cloud_devops.sh
Container orchestration active...
Advanced
Docker Kubernetes GCP CI/CD GitHub Actions
data_engineering.py
Data pipelines optimized...
Advanced
Pandas BigQuery Feature Engineering ETL Time Series
frontend_modern.js
React components rendered...
Proficient
Next.js React TypeScript Tailwind CSS Responsive UI
research_education.py
Knowledge transfer optimized...
Expert
Technical Writing Course Design Mentoring Publications
computer_vision.py
Image models loaded...
Advanced
YOLO Vision Transformers OpenCV Image Processing

Key Technologies I Master

PyTorch Transformers RAG Systems FastAPI Docker/Kubernetes PEFT/LoRA PostgreSQL Next.js LLM APIs GCP/BigQuery Redis Vision Transformers

Interactive Terminal Playground

Try out some commands! Type 'help' to see available options, or explore the system yourself.

Welcome to YuriODev Terminal v2.0.1
Type 'help' for available commands, or try: skills, contact, projects, surprise
 
visitor@yuriodev:~$

Community Feedback

What colleagues, students, and collaborators say about working with me and the YuriODev vision.

Research & Articles

Published research, technical articles, and educational content spanning AI/ML, educational technology, and software engineering.

educational_reform_papers.pdf

Co-authored research papers presented at "Modern Education: Global Trends and Regional Aspect" conference. Focused on digital transformation in Ukrainian education, grading automation algorithms, and stakeholder readiness analysis for educational technology adoption.

Educational Research Digital Transformation ML in Education Statistical Analysis

medium_ai_articles.md

Technical articles on AI/ML engineering, practical implementation guides, and educational content. Topics include transformer architectures, MLOps best practices, and building production AI systems. Part of the "build in public" content strategy for YuriODev platform development.

Technical Writing AI/ML Education Content Strategy Community Building

youtube_educational_series.mp4

High-quality educational videos covering programming fundamentals, AI/ML concepts, and practical project tutorials. Focuses on making complex topics accessible through clear explanations and hands-on demonstrations. Foundation for YuriODev platform's multimedia learning approach.

Video Education Tutorial Creation Visual Learning Engagement

mlx_project_showcase.ipynb

Capstone projects from MLX Applied Machine Learning program showcasing advanced implementations of RAG systems, fine-tuned transformers with PEFT/LoRA, and production-ready ML pipelines. Demonstrates practical application of cutting-edge techniques in real-world scenarios.

Transformers RAG PEFT/LoRA MLX Graduate Advanced DL

Establish Connection

Open to collaboration on AI/ML projects, educational initiatives, research opportunities, and platform partnerships.

Attempting connection to YuriODev platform...
✓ Handshake established
✓ Encryption: quantum-secure
✓ Research protocols: active
Awaiting your signal: Let's connect_and_collaborate();
# Available communication channels: