RuleWeaver
A compiler that turns published regulation into executable, source-linked rules — where the language model proposes and deterministic software decides.
- Planted faults caught
- 22 / 22
- Tests
- 389
- Diagnostics
- 41 stable codes
Start-up Owner · National Incubation Center Lahore
Systems that hold up when someone checks them.
A compiler for legal rules, a prior-authorization control plane, a shipped AI-services company, and a math paper. Each one below links to the artifact behind it.

Three projects that carry the most weight. Each card states the claim; the case study behind it carries the evidence, and the limitations.
A compiler that turns published regulation into executable, source-linked rules — where the language model proposes and deterministic software decides.
A provider-side prior-authorization control plane for US healthcare, built on criterion-level evidence rather than denial prediction.
An AI services company — founded, built, and shipped, including a twenty-route production site and delivery for SMEs across three sectors.
Preprint · not yet submitted
There is a graph invariant that is hard to pin down, and a conjecture that it equals 8 for a whole infinite family of graphs. Working over the real numbers, this paper proves the conjecture outright for a sixth of all cases, by building matrices whose singularity is decided by where eight roots of a polynomial land on the unit circle — and then proves that this technique cannot finish the job, because an arithmetic obstruction rules out the rest. The revision changes the number system. Over finite fields the same construction reaches many more cases, raising the proved share to 46%, but it buys that reach at a price the paper states rather than hides: on the new families it settles the zero forcing number and not the maximum nullity. Establishing the limits of your own method, twice, is the less common half.
The shape rotating behind this section is P(n,3) — the graph the paper is about. Its outer cycle, spokes, and step-3 inner chords are drawn exactly as defined, and n cycles through 10, 24, 28, 42: the four divisibility families for which the certificates prove M(P(n,3)) = Z(P(n,3)) = 8. The chords change color with n, and every color on this site means one of these four.
Verification shipped with it
Education, then roles. Four of these were founding roles — I tend to start the thing rather than join it.
BS Computer Science
3.79 / 4.0 CGPA
FAST NUCES Lahore · Aug 2024 - Aug 2028
Four-year bachelor's degree. FAST NUCES is Pakistan's top-ranked computer science university.
Silver Medalist · Dean's List, twice
A-Levels — Computer Science, Physics, Math
A*AA
Lahore Grammar School, Paragon · Aug 2022 - Aug 2024
British pre-university exams, comparable to AP courses. A* is the top grade available.
High Achiever's Award · Founder & President, Coding & Development Society
O-Levels — Sciences
7 A*s
Source Code Academia · Aug 2019 - Aug 2022
British high school qualifications. Top grade in all seven subjects.
Silver and Bronze medals, HRCA · Vice President, Digital Literacy Club
Start-up Owner
National Incubation Center Lahore · Aug 2026 - present
AI Systems Architect
Epoches · Nov 2025 - May 2026
Co-Founder & CEO
Algorizms · Jun 2025 - Dec 2025
Lead, Outreach & PR
Microsoft Learn Student Ambassadors, Islamabad · Jan 2025 - Dec 2025
Currently start-up owner at National Incubation Center Lahore. Open to conversations about engineering roles, research, and collaboration.