Senior Media Buyer · AI Automation Architect

Dmytro SUBID

Scaling performance marketing with AI-powered systems and autonomous workflows for high-budget campaigns.

Performance Marketing Specialist and AI Agent Architect with 5+ years managing up to $300K monthly ad budgets in competitive iGaming. Building agentic automation systems, mentoring digital professionals, and orchestrating scalable growth through intelligent systems design.

500+ connections · 11,439 followers · Ukraine-based
Three Core Pillars

Scale, AI, and mentorship.

My practice rests on three pillars: managing large-scale performance campaigns with precision and speed, building AI-powered workflows that automate routine decision-making, and teaching the next generation of digital operators how to build systems that work smarter.

01

High-scale media buying

5+ years of hands-on affiliate marketing, managing budgets up to $300K monthly across competitive iGaming channels with laser-focused ROI discipline.

02

AI-first automation

Architecting autonomous systems using n8n, Claude Code, and AI agents. Automated 30% of routine operations, reducing manual reporting time by the same margin.

03

Strategic mentorship

Mentor at the Academy of Modern Digital Professions. Creator of the "Gambling Performance Pro" course covering advanced acquisition strategies and modern automation workflows.

Career Journey

Performance leadership across seven years.

From building affiliate systems from scratch to managing eight-figure ad budgets and designing AI-powered automation ecosystems. Each role deepened expertise in acquisition, operations, and now—intelligent system architecture.

Jan 2024–Present
2+ years

Senior Media Buyer

NDA (iGaming) · Full-time

Managed $300K+ monthly budgets across complex affiliate channels. Led strategic optimization, team coordination, and pilot programs for emerging traffic sources. Architected AI agent workflows to accelerate campaign response cycles.

Oct 2021–Sep 2025
4 years

Senior Media Buyer · Co-Founder

Privat Team (Affiliate Marketing) · Hybrid, Kyiv

Built high-performance affiliate unit from concept to scale. Managed $200K+ monthly spends, led 4-person team, drove profitability through systematic channel management and real-time bid optimization. Pioneered in-house automation tooling.

Mar 2021–Sep 2021
7 months

Co-Founder · Affiliate Operator

Self-employed

Launched initial performance marketing experiments. Validated product-market fit, established baseline profitability metrics, and identified scalable channel opportunities that informed later ventures.

Dec 2014–Mar 2021
6+ years

Business Unit Manager · Supply Chain Director

Arsenal-Center Limited · Kiev

Managed P&L for sandwich panels division, led supply chain optimization for B2B operations, and directed commercial strategy. Built operational discipline and strategic thinking across complex supply networks.

Tools & Technologies

The stack powering modern growth.

Deep expertise across the tools that matter: platform advertising APIs, automation frameworks, AI agent orchestration, and the analytics infrastructure that transforms raw data into live optimization decisions.

Meta Ads Manager
Facebook Graph API
n8n Automation
Claude Code
AI Agents
Python
Vibe Coding
Performance Marketing
iGaming
Affiliate Systems
Campaign Analytics
Real-time Bidding
By The Numbers

Proof in the metrics.

Five years of consistent results. Eight-figure budgets managed. Thousands of followers and connections across the digital marketing ecosystem. Systems that scale with precision.

$300K
Monthly Ad Spend
30%
Automated Operations
5+
Years in Performance
11K+
LinkedIn Followers
500+
Connections
What Drives Results

Speed plus intelligence.

High-budget performance marketing demands two things: the ability to react faster than competition and the systems intelligence to make better decisions at scale. I design automation not to reduce effort, but to amplify human judgment through real-time data and agentic decision-making.

"Build systems that work harder than you do—then lead them forward."