Five delivered projects across beverage quality intelligence, consumer software, regulatory compliance, biotech and operations — applied AI and software, from research to working systems.
From real business problems to working software, end to end — for teams a generic tool can't serve.
The repetitive parts of your week, automated. Most clients get 5–10 hours back.
Deterministic evidence behind every Release, Hold or Reject.
Proves: deep domain knowledge + data modelling + platform architecture.
A multi-tenant beverage quality-intelligence platform that unifies production, lab, sensory and specs into one auditable release decision — designed to run in shadow mode so it can never break an existing QA process. Grounded in fifteen years of brewing quality science. Designed and architected; not piloted.
View case study →Plan, scan, and see planned vs actual — a real app, shipped.
Proves: end-to-end delivery — ships real, production-grade software.
A mobile-first grocery planning & spend PWA for South African households: prepare a list, scan in-store, track the trolley live, review planned vs actual. Next.js 16, Supabase with row-level security, offline-first, barcode scanning, tested money core and CI/CD — all within free tiers.
View case study →Social & Labour Plans — from plan to proof, in one platform.
Proves: turning dense regulation into working, multi-tenant software — fast.
A multi-tenant platform for South African mining operations to author, track and prove their Social & Labour Plans — eight modules, built on Next.js and Supabase in four days. Compliance software that gets the domain right.
View case study →Weeks of lab research into a scored, cited compound workbook — in hours.
Proves: R&D-grade technical comprehension + data/cheminformatics workflow design.
A bespoke AI workflow that turns raw mass-spectrometry data into a cleaned, scored, fully cited compound workbook — every candidate ranked and referenced, ready for a scientist to evaluate rather than assemble. Applied AI at genuine R&D depth.
View case study →Analytical science + operational cadence, for FMCG and brewing.
Proves: management-consulting rigour rooted in real technical authority.
A consulting practice combining analytical science (ESR, GC, HPLC), operational diagnostics, quality management and data-driven SDCA/PDCA cadence coaching for FMCG and brewing businesses across South Africa — the plant-floor authority beneath every Khula build.
View profile →Whether it's a full build or just getting your admin off your plate, it starts with a free 20-minute conversation.
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