🔭 I’m currently working on
Building end-to-end systems for course catalog normalization and validation, including web interfaces, AWS Lambda services, and browser extensions to streamline academic data workflows.

🤝 I’m looking to collaborate on
Open-source projects in MLOps, AI-powered developer tools, data pipelines, and LLM-integrated applications, especially those with real-world impact in education or productivity.

🤝 I’m looking for help with
Designing robust LLM orchestration patterns, improving system reliability around async workflows, and scaling AI-assisted data validation systems.

🌱 I’m currently learning
Model Context Protocol (MCP) servers, advanced tool calling, and building more modular, agent-driven AI systems.

💬 Ask me about
MLOps, AWS (Lambda, S3, serverless architectures), OpenSearch, data normalization, browser extensions, and integrating LLMs into production systems.

⚡ Fun fact
I’m a huge soccer fan ⚽—whether it’s watching a match or debating tactics, I’m always up for it.