Workbench

“You don’t find yourself.
You build yourself — one decision at a time.”

Current Builds

These are projects I’m actively developing, breaking, and improving:

• Document Question Answering System (RAG + LangChain)
  Focused on making large collections of PDFs and documents searchable and useful through natural language.

• Automated Content Sync for This Website
  As soon as I update a Markdown file locally, the changes are automatically reflected live on my domain through a streamlined deployment workflow. The goal is zero manual steps between writing and publishing.

What I’m Learning Right Now

My learning is intentionally narrow and practical:

• Backend architecture and API design
• Authentication, sessions, and real-world auth flows
• Applying AI where it actually adds value

Open Source Direction

I’m preparing to contribute to open-source projects — for exposure to real codebases, real reviews, and real standards.

Building in public forces clarity.
Feedback keeps ego in check.

I’m aiming to apply for the LFX Mentorship Program in the May/August cycle, with the goal of working under experienced maintainers, learning how large-scale systems are built, and contributing code that survives real-world scrutiny.