Muhammad Afsah Mumtaz
Systems / ML engineer · Dubai, UAE · open to work
1221contributions53repositories2m agosince last push
ORIGIN
You are inside the model.
Four ways out. Every gate names where it goes, and which is which changes.
PLACE
PORTFOLIO
Four case studies, in depth.
PLACE
CONTACT
Open to systems and ML work, Dubai or remote.
PLACE
GITHUB
Code, in public.
PLACE
DOCS
CV and research.
PORTFOLIO
I build systems under real constraints.
Four case studies live on the portfolio.
PROJECT
AVA
AI lab. Training from scratch, fine-tuning, distillation.
PROJECT
OMNI
A 1.05T-parameter sparse mixture-of-experts LLM in Rust, targeting 4GB of VRAM. Research.
PROJECT
MALD
Native Rust personal knowledge manager. Cited retrieval down to file and line. Shipped.
PROJECT
Pantheon-Trades
Eleven agents deliberate each prediction-market trade. Shipped.
LANGUAGE
Rust
Where the systems work happens.
DOMAIN
Systems
Operating systems, retrieval, agents.
DOMAIN
Machine learning
Training, fine-tuning, distillation.
PRACTICE
In the open
The work is readable, not described.
PUBLIC
Repositories
Counted from the build snapshot, not claimed.
53REPOSITORIES
PROVENANCE
Every number here is measured.
Fetched once when the site was built. Nothing on this page asks the network for anything.
EDUCATION
Middlesex University Dubai
BSc (Hons) Information Technology.
AFFILIATION
MDX Computing Society
Chairman.
AFFILIATION
BCS
Committee Chair.
RESEARCH
OMNI
A 1.05T-parameter sparse mixture-of-experts LLM in Rust, targeting 4GB of VRAM.
NETWORK
muhammad-afsah-mumtaz
NETWORK
X
NAME0X0_0
LOCATION
Dubai, UAE
Open to work.
ALIAS
NAME0x0
The name the code is filed under.
THE CORE
This is the calendar.
Every point around you is one day of work, at full scale. The body on the front door is this, folded into a sphere.
366DAYS
THE OBJECT
Twelve shells
The sphere is twelve nested layers of points. Entering pushes the camera through all twelve.
THE FORMS
Four shapes, one body
Lattice, strata, convergence, calendar. The points never multiply and never die; they move.
THE LIGHT
Traced, not faked
Every lit surface asks each lamp whether it can see it, by tracing the line between them.
THE WALK
You found the way in.
Eight moves in one room. Every one has its opposite, so you finish standing where you began.