AI Engineer / Agent Builder
Agent workflows, automation systems, AI-assisted operations, and infrastructure that converts repeated manual work into software leverage.
Services
AI engineering and Web3 systems for teams that need real execution.
I build agent workflows, Telegram automation, bot infrastructure, moderation systems, and the community ops layer around them. The goal is simple: less manual chaos, more shipped systems.
Telegram Bot + Infra Builder
Telegram bot setup, safeguard tooling, spam control, broken bot fixes, moderation systems, and custom automation around community workflows.
Community Systems Operator
Daily Telegram presence, chat engagement, admin coordination, member guidance, pinned updates, and operational cleanup when teams need hands-on support.
Raid + Momentum Coordination
Coordinated raids, shill narratives, reaction pushes, and market attention while keeping the project’s main room clean and responsive.
Operating Principles
The work is practical: build useful systems, reduce friction, keep the room active, and create visible proof.
- Build the workflow first. AI is useful when it removes repeated manual work, not when it becomes decoration.
- Ship systems that survive real Telegram chaos: spam, raids, confused users, bad setup, and founder overload.
- Do not let spam shape first impressions. The chat is the project’s front door.
- Run raids with direction: right message, right timing, right community energy.
- Document the wins with screenshots, client feedback, buybot movement, and public proof.