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AI-розробник
- Considering positions:
- AI-розробник, Data analyst
- Age:
- 19 years
- City of residence:
- Lviv
- Ready to work:
- Lviv, Remote
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You can get this candidate's contact information from https://www.work.ua/resumes/18927045/
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Markiian Bai
Trainee AI/ML Engineer
[open contact info ](look above in the "contact info" section) [open contact info ](look above in the "contact info" section)
Summary
AI Automation Engineer and Cybersecurity student with practical experience in building production-ready GenAI
solutions. Developed an autonomous multi-agent system using LangGraph and RAG that reduced content processing
time by 90%. Strong foundation in Python, web automation (Selenium), and secure software development.
Experience
AI Product Owner & Developer
dm-chem (e-commerce), Remote / Ukraine
Autonomous Agent Architecture: Engineered a multi-agent system using LangGraph for automated market
research and content generation.
RAG Implementation: Integrated ChromaDB as a vector store to maintain brand-specific "Tone of Voice"
across all generated materials.
Web Automation: Developed a robust scraping engine using Selenium to extract product specifications from
German marketplaces, handling dynamic content.
Containerization: Fully containerized the application using Docker, ensuring stable execution of headless
Chromium in Linux environments.
Efficiency Gain: Reduced marketing content creation time by 90%, from 15 minutes to 30 seconds per item.
Data Integration: Orchestrated an automated database via Google Sheets API to manage 100+ SKUs in real-
time.
Digital Marketing Specialist (Meta Ads), Jan 2024 - Mar 2025
Freelance / Self-employed, Remote
Managed ad budgets for 5+ clients, optimizing conversion costs (CPA) through rigorous A/B testing.
Implemented GenAI tools for creative copywriting, resulting in a 25% increase in campaign CTR.
Analyzed business metrics (ROAS, LTV, CAC) to adjust marketing strategies for clients.
Education
Bachelor in Cybersecurity (2nd Year), 2024
Lviv Polytechnic National University, Lviv, Ukraine
Focus on Information Security, Cryptography, and Network Security.
Coursework: Algorithms, Data Structures, Relational Databases (SQL), and Secure Programming.
Skills
GenAI Integration Product Strategy
Marketing Analytics Prompt Engineering
AI Frameworks AI Workflow Automation
Meta Ads Manager (Targeted Advertising) MVP Development
Cybersecurity Basics & Data Privacy SQL & Database Management
Trainee AI/ML Engineer
[
Summary
AI Automation Engineer and Cybersecurity student with practical experience in building production-ready GenAI
solutions. Developed an autonomous multi-agent system using LangGraph and RAG that reduced content processing
time by 90%. Strong foundation in Python, web automation (Selenium), and secure software development.
Experience
AI Product Owner & Developer
dm-chem (e-commerce), Remote / Ukraine
Autonomous Agent Architecture: Engineered a multi-agent system using LangGraph for automated market
research and content generation.
RAG Implementation: Integrated ChromaDB as a vector store to maintain brand-specific "Tone of Voice"
across all generated materials.
Web Automation: Developed a robust scraping engine using Selenium to extract product specifications from
German marketplaces, handling dynamic content.
Containerization: Fully containerized the application using Docker, ensuring stable execution of headless
Chromium in Linux environments.
Efficiency Gain: Reduced marketing content creation time by 90%, from 15 minutes to 30 seconds per item.
Data Integration: Orchestrated an automated database via Google Sheets API to manage 100+ SKUs in real-
time.
Digital Marketing Specialist (Meta Ads), Jan 2024 - Mar 2025
Freelance / Self-employed, Remote
Managed ad budgets for 5+ clients, optimizing conversion costs (CPA) through rigorous A/B testing.
Implemented GenAI tools for creative copywriting, resulting in a 25% increase in campaign CTR.
Analyzed business metrics (ROAS, LTV, CAC) to adjust marketing strategies for clients.
Education
Bachelor in Cybersecurity (2nd Year), 2024
Lviv Polytechnic National University, Lviv, Ukraine
Focus on Information Security, Cryptography, and Network Security.
Coursework: Algorithms, Data Structures, Relational Databases (SQL), and Secure Programming.
Skills
GenAI Integration Product Strategy
Marketing Analytics Prompt Engineering
AI Frameworks AI Workflow Automation
Meta Ads Manager (Targeted Advertising) MVP Development
Cybersecurity Basics & Data Privacy SQL & Database Management
More resumes of this candidate
Lviv
Unfinished higher education
Education: 01.2024 - 01.2029: Кібербезпека (Львівська політехніка).
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The candidate's resume is posted at https://www.work.ua/resumes/18927045/