Muhammad Abdullah Amin

AI/ML engineer who takes software from idea to production.

Lately that has meant a lot of AI and retrieval systems, though what pulls me in is the problem, not the stack.

I've also written distributed shared memory in C, shipped Flutter apps, and built more command-line tools than I can reasonably justify.

Currently: AI/ML Engineer at Qult Technologies, Jan 2026 — Present
AI/ML across education, government and industry: private RAG and retrieval systems for high-security institutions, forecasting and autonomous control, computer vision, and the platforms people run them from.
Joined as Machine Learning Intern, Nov 2025 — Jan 2026
Previously: AI/ML Intern at Sysmatixx, Jun 2025 — Aug 2025
Shelf-mounted inventory detection for automated retail, and a lead-generation platform held together by n8n.
Project Lead at ALIDS, Jun 2025 — Aug 2025
An FBR-compliant point-of-sale system that moves Pakistani retailers onto digital invoicing.
Based: Lahore, Pakistan

Projects

UniBot
Answers questions about ITU from the university's own sources, with citations, and catches stale data instead of guessing.
- RAG
- FastAPI
- Qdrant
Raah (opens in a new tab)
Plan and follow a trip across Lahore's Orange Line, Metro Bus, Speedo and E‑Bus.
- Flutter
- FastAPI
- PostgreSQL
getraah.com
Winnow
Scores applications against a locked rubric and hands a ranked shortlist to a person who makes the call.
- TypeScript
- Supabase
- LLM
Valmi (opens in a new tab)
Say what you need to do and an agent turns it into structured tasks in TickTick.
- Flutter
- FastAPI
- Speech-to-Text
valmi.app
User-Level DSM
One shared address space across networked machines, built on mmap, mprotect and SIGSEGV.
- C
- POSIX
- TCP/IP
CampusRecords
Plain-language questions answered as validated SQL, with the query and the rows shown next to the answer.
- Python
- PostgreSQL
- NL to SQL