USEFUL MACHINERY / LIVE SURFACES
Systems
I build small systems that remove a costly piece of friction from real work.
01 · Find the drag02 · Make the tool03 · Put it to work
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This list is complete.
Public systems are grouped by the job they do. Internal infrastructure and inactive deployments stay out of the way.
01
Operations
liveApplied AI
One-day practical AI system setup for law firms, businesses, IT teams, and professionals.
↗liveProxiAI WhatsApp operator for businesses, founders, and professionals.
↗liveClaimHubAutomated TPA reconciliation that finds underpayments for Malaysian clinics.
↗liveLapangA five-minute time audit that shows where the week is actually disappearing.
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Law And Access
03
Learning And Cognition
betaSaraf
Autism education for late-diagnosed adults and Malaysian families.
↗liveDiamond GradeThe deeper interpretation layer for Saraf and HEXACO personality results.
↗prototypeCareerFitCareer-fit assessment and cohort evidence for Malaysian higher-education institutions.
↗liveHEXACO TestPersonality assessment and report product.
↗liveArchetype ProtocolArchetype assessment packaged for musicians and creators.
↗liveMind MirrorFree writing-sample mirror for personality and cognitive-style inference.
→betaBengali OperativeBengali fluency tool; AI corrects and grades as you go.
↗betaMandarin OperativeMandarin fluency tool; AI corrects and grades as you go.
↗betaAnchorAdaptive learning product, web and mobile.
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