🚀 Open Source | Data, ML, and AI Systems

I'm on a Data/ML/AI and Open Source journey—exploring my own questions, creating solutions, and contributing insights that tackle real-world problems.

🌱 Currently Building

• 🤖 AI Agent Systems (SmolAgents, Google ADK)
• 🚆 Transportation Agent App
• 🔌 Public Transportation MCP Tools
• 💬 Miscommunication Detection Agent System
• 🧪 Experimental AI / MCP Tools

🔨 One Commit a Day

I believe open source contribution does not require perfection or deep expertise from day one. Through my project, One Commit a Day, I share my journey of learning and growing through consistent small contributions.

📌 Repo: one-commit-a-day

📝 Documentation Matters

I'm continually learning how to create better documentation and improve developer learning experience -- areas that are often underestimated in open source.

I enjoy:

• writing a clear and beginner-friendly doc
• learning how to communicate technical ideas more effectively
• creating a structured doc that is clear and usable for both humans and machines
• contributing doc improvements alongside code

🥅 2026 Goals

• Maximize meaningful open source contributions
• Build and share production-ready AI agent systems
• Design and publish reusable MCP servers and tools for real-world workflows
• Contribute to the evolution of MCP-based agent infrastructure (Python ecosystem focus)

📅 Stats Card