# LinkedIn Copy

## Headline

MLOps / AI Engineer | LLMOps | AI Integrations | Data Infrastructure | Python, Docker, Kubernetes, Airflow, MLflow

## About

I work at the intersection of MLOps, AI engineering, automation, analytics, and product delivery.

I bring 10+ years in IT across full-stack development, digital product implementation, workflow automation, and recent data science training. My focus is on building practical systems that connect software engineering with AI workflows, data infrastructure, business intelligence use cases, and real operational value.

In commercial work, I have built and maintained digital products, CMS-based solutions, API integrations, authentication systems, and real-time data workflows. At Full-Iron Design, I developed automation and data-processing workflows that reduced manual labor by 20% and led a scraper ETL initiative that facilitated more than UAH 7 million in net profit in 1 year. I also bring production experience shipping high-traffic web platforms and end-to-end product features in collaborative environments.

My hands-on stack includes Python, Docker, Kubernetes, Git, CI/CD, Airflow, MLflow, Dagster, Terraform, Scikit-learn, Pandas, NumPy, TensorFlow, PyTorch, LangChain, OpenAI SDK, RAG pipelines, Weaviate, PostgreSQL, MongoDB, TypeScript, Vue, and Nuxt. This mix helps me work across AI integrations, automation pipelines, data-oriented systems, and production-ready application delivery.

I am currently completing an MSc in Data Science and working on an Agentic Trading Management thesis track focused on orchestration, experimentation, and deployment-oriented AI workflows.

I am most interested in MLOps, AI Engineering, LLMOps, AI integrations and automation, data infrastructure, and analytics-oriented engineering roles, especially in digital product, digital enterprise, energy, and critical-infrastructure environments.

## Experience Entries

### Full-Iron Design, LLC

**Full-Stack Developer & Designer**

Built and maintained web products, CMS-based solutions, API integrations, and automation-oriented business workflows across digital delivery projects. Developed real-time data aggregation pipelines and workflow automation that reduced manual labor by 20%, implemented deployment processes and secure authentication flows, and led a scraper ETL initiative that facilitated more than UAH 7 million in net profit in 1 year.

### StayGroup (formerly GameX)

**Vue.js Developer**

Developed and maintained frontend functionality for high-traffic consumer-facing digital platforms in a production environment. Supported multiple live products with feature delivery, maintenance, and interface improvements, and delivered production features using Vue 3, Nuxt 3, Tailwind, FormKit, Pinia/Vuex, and REST-based integrations.

### Tetis MB

**Project Coordinator / Developer (Part-time)**

Contributed to digital, branding, and product delivery for a trading and building company operating in Germany. Combined coordination, design, and implementation support across web, content, and business-facing workflows, including automation-oriented project work in a distributed collaboration model.