Shaquille Gurung builder of AI you can actually trust
GitHub ↗

move your cursor — the type responds.

parent › Can a parent see another school's attendance?

Take away the evidence and watch it get more honest, not more confident.

02 / thesis

Three behaviors, not buzzwords.

Calm, honest software for real-world problems — most of them in India. I obsess over edge cases, honest copy, and the moment the software has to work for someone stressed and out of patience.

03 / work

The proof. Each shows its honest primitive.

01 NoxNocTech ↗ checking…
SaaSmulti-tenantreal-timePWA

Multi-tenant school console — attendance, fees, messaging, assignments, emergency alerts. enforced by the database itself, not the app code.

VERIFIED · codebase Postgres FORCE ROW LEVEL SECURITY on every tenant table, scoped per request with SET LOCAL app.current_school_id. A query for one school physically cannot return another's rows — enforced below the application, in the engine.
-- every tenant table, no exceptions ALTER TABLE attendance ENABLE ROW LEVEL SECURITY; ALTER TABLE attendance FORCE ROW LEVEL SECURITY; CREATE POLICY tenant_isolation ON attendance USING (school_id = current_setting('app.current_school_id')::uuid); -- scoped per request, before any query runs SET LOCAL app.current_school_id = '…';
02 ClaimSaathi IN PROGRESS
AIinsurancetrust-first

Reads your insurance policy in the moment of crisis and tells you exactly how to claim — every answer quoted verbatim from your actual policy, never guessed. English and Hindi. For India.

you ›
QUOTED VERBATIM · CLAUSE 7.2 "Room rent is capped at 1% of the sum insured per day; charges above this limit are deducted proportionately across the claim." Confidence: HIGH — exact match
you › Does it cover a cracked phone screen?
NO MATCH IN POLICY Not stated in your policy.
EN · clause 7.2"…deducted proportionately across the claim."
हिं · खंड 7.2"…पूरे क्लेम पर आनुपातिक रूप से काटा जाएगा।"
03 ReTeach IN PROGRESS
AIeducation

Trust-first AI grading and a re-teaching coach: it admits what it can't read, keeps a human in the loop, then coaches the next lesson.

Aarav K.3/4 correctauto-graded
Meera S.4/4 correctauto-graded
Dev P. [illegible] — needs human review
HUMAN CONFIRMED · DRAFTING NEXT LESSON Dev mixed up area and perimeter on Q3. Drafted a 6-minute re-teach: one worked example, one for him to try, one exit-ticket check. You approve before it goes out.
04 BoozyDEx IN PROGRESS
data

Structured, searchable knowledge about what's actually in the bottle.

Lagavulin 16
category
abv
region
mashbill
04 / obsession

How I work.

I build for the worst moment, not the demo. The parent who can't open the app because their kid is sick and the fees are due today. The policyholder reading fine print at 2am after a flood. If the software fails them, calm and honest copy is the difference between trust and panic.

So I obsess over edge cases and over the words on the screen. Silence beats a confident wrong answer. When the system isn't sure, it says so — plainly — instead of guessing well enough to be believed and wrong enough to hurt.

In India, claims are rarely rejected outright — they're quietly shrunk by sub-limits and deductions you never read. The exact figure is one I won't quote until I've sourced it.

STAT WITHHELD · UNVERIFIED · source pending (IRDAI Annual Report)
05 / build with me

Need something built?

I take on a few custom builds at a time — web & mobile apps, AI-powered tools, internal systems, and the occasional rescue of a project that's gone sideways. Same standard as my own products: honest, calm, and built for the worst moment, not the demo.

  1. 01Tell me what you need — in plain words. No spec required.
  2. 02I scope it honestly — including the parts I'd talk you out of.
  3. 03We build, and you watch it work before you have to trust it.
06 / colophon

What I've shipped, and when.

now · liveNoxNocTechSHIPPED
nowClaimSaathiIN PROGRESS
nowReTeachIN PROGRESS
nowBoozyDExIN PROGRESS

Early in my career. Shipping real, serious products.

the address I'm setting up

Set in Fraunces, Hanken Grotesque & Geist Mono. Built as a single hand-written HTML file. The reasoning engine you played with runs entirely on-device, on hand-authored data — no model, no network call.