adjarnor GH

Systems-focused Python engineer. Interested in backend architecture, simplicity, and reliability. Most of my work has grown out of building things with friends, contributing to open source, and solving real problems at my startup.

early learning

Projects from when I was learning how things work.

• FullStack
  One of my first projects. Built with friends while figuring out how programming works.
• python-2025
  Small experiments around probability and simulation. Nothing serious, just poking at ideas.
• dsa-boot
  Data structures and algorithms practice. The stuff you do to get better at the fundamentals.

application building

Real problems, straightforward solutions.

• django-project
  Transcript management system built with Django. A real problem, a straightforward solution.
• bank-x
  My first Django API. Learned a lot about structuring backend code here.
• ask-me-api
  FAQ-style medical chatbot API. The kind of project that teaches you where your assumptions break.

research

Where Python meets curiosity.

• ae-net
  Autoencoder-based approach for SQL injection attack detection. Exploring where ML fits into security.
• final year project
  Knowledge graph–constrained decoding. Exploring how structured representations can improve reasoning and reduce hallucination in language models. Still in progress.

open source

Code that other people actually use.

• easechaos
  I maintain this. We built a tool that extracts exams and class timetables at UMaT. People actually use it.

production systems

Code running under real constraints.

• Orcta Technologies
  Python runs parts of the backend services in a last-mile delivery system we're building. Real traffic, real constraints.

"Smile, breathe and go slowly." — Thich Nhat Hanh