Notes.
Thoughts and reflections on code, community, and AI, along with work in progress.
May 12, 2026•COMMUNITY
Managing a Discord community of 85,000+
Scale infrastructure, moderation guidelines, and custom automations built for 100xDevs students.
Mar 28, 2026•AI / WORKFLOW
How I use AI/ML in everyday development
Leveraging generative LLMs, automated system scripts, and building tools to accelerate frontend cycles.
Dec 15, 2025•CONFERENCES
What I learned organizing Pakistan's largest DevFest
Behind the scenes orchestrating logistics, developer outreach, speakers, and hands-on workshops.
Oct 05, 2025•SECURITY
Building a password manager from scratch
A deep dive into credential encryption, local desktop GUIs, and safe hash generation routines.
Aug 19, 2025•GEOSPATIAL
GIS terrain analysis walkthrough
Step-by-step digital elevation slope shaders and topographic contours calculated using python spatial libraries.