About Me
AI Engineer & Full-Stack Developer focused on building practical software around AI agents, dynamic workflows, backend systems, and modern web applications.
Who I Am
I am an AI Engineer & Full-Stack Developer with over 2 years of hands-on experience building production software systems. My work focuses on solving real operational problems through AI orchestration, autonomous agents, asynchronous backends, and responsive web platforms.
Rather than treating AI as a black box or a generic chatbot widget, I view it as an active computational component inside a broader software architecture. My background spans building multi-agent platforms with dynamic routing, connecting conversational WhatsApp interfaces with Google Sheets, automating SEO content and internal linking lifecycles, and launching fast production websites with Next.js and TypeScript.
How I Think About AI
In software development today, calling an LLM API is the easiest step. The real engineering begins when that model must interact safely and reliably with external systems, manage state, handle errors, and execute multi-step workflows.
My engineering approach prioritizes:
Dynamic Agent Orchestration
Moving beyond rigid linear chains to database-driven workflow execution where agents adapt dynamically to intermediate findings.
Tool & Connector Systems
Giving models precise, validated tools (APIs, databases, headless browsers via MCP) governed by strict schema validation.
Branching & Parallel Execution
Executing independent analytical sub-graphs concurrently via background workers (Celery/Redis) with clean synchronization barriers.
Human-in-the-Loop (HITL)
Engineering suspension checkpoints for critical operations, ensuring humans review outputs before irreversible commits.
Persistent Workflow State
Hydrating and persisting state across asynchronous steps so workflows can pause, resume, and survive server restarts.
Real Business Automation
Focusing strictly on tangible business workflows—such as rental bookkeeping, competitor price tracking, and site-wide SEO linking.
Engineering Interests
Interested in collaborating?
Explore my technical repositories or connect directly on LinkedIn.