I'm an AI Engineer & Builder focused on creating AI-native products, agentic systems, and browser automation.
I like working where AI meets real software — giving agents access to tools, browsers, applications, and workflows rather than building AI that only generates text.
Currently exploring MCP, WebMCP, browser agents, AI automation, and autonomous software testing.
I'm currently working on an MCP-based integration for creative tooling, inspired by products such as Higgsfield.
The goal is to make creative workflows accessible to AI agents through structured tools, allowing agents to interact with and automate parts of the creation process.
I'm building an AI QA agent that tests frontend applications using browser automation.
Instead of relying entirely on manually written test cases, the agent can interact with the application through a browser, inspect the UI, execute user flows, and identify potential issues.
This is an active side project and one of the areas I'm currently experimenting with the most.
I took OpenReel, an open-source browser-based video editor, and experimented with bringing WebMCP capabilities into it.
The project explores how an AI agent can discover and interact with functionality exposed by a complex browser application — turning UI capabilities into tools that an agent can understand and use.
I've also worked on an AI automation product for a healthcare system, applying AI to automate operational workflows and reduce repetitive manual work.
That experience pushed my interest beyond AI demos toward building systems that can operate inside real-world workflows.
- Model Context Protocol (MCP)
- WebMCP
- AI Agents & Tool Use
- Browser Automation
- Autonomous QA & Testing
- AI-native Product Development
- Agentic Workflows
I'm especially interested in one question:
How do we move from AI that answers questions to AI that can reliably use software and get work done?
A lot of my current work explores that problem through MCP, browser automation, tool interfaces, and agentic systems.
I'm always interested in interesting problems around AI agents, MCP, browser automation, developer tooling, and AI-native products.
If you're building something in this space, feel free to reach out.