Poshak
One place to discover, compare and curate fashion across Pakistani brands.
I'm Muhammad Ali. I build products from zero, lead complex AI delivery, and turn messy real-world problems into useful systems. Based in Lahore. Building beyond borders.
The products I'm building — not a collection of pitch decks.
One place to discover, compare and curate fashion across Pakistani brands.
An always-on intake desk that follows an agency's rules, not a generic chatbot.
Making government procedures in Pakistan understandable and actionable.
Projects you've saved on this device.
From Squad Lead to Team Lead, Delivery Operations. I coordinate enterprise AI workstreams, quality systems, UAT, staffing and delivery across distributed teams.
The disciplines connecting the products to real execution.
Semantic search, keyword ranking, pgvector, grounded RAG.
Next.js, Supabase, Python workflows, APIs and deployment.
UAT, calibration, SLAs, escalation control and operating metrics.
Customer discovery, commercial validation, and founder-led testing.
I'm Muhammad Ali, based in Lahore, Pakistan. I work at the intersection of AI delivery, engineering, and product strategy. My day job has taught me how to manage complex systems and quality at scale; my own projects let me build those systems from the ground up.
I document what I learn, including the decisions that didn't work — because the work matters more than the announcement.