Sauti — RAG knowledge assistant
A retrieval-augmented assistant built over private company documents — policies, contracts, PDFs and internal wikis. Every answer cites the exact source it came from, so trust is verifiable instead of assumed.
Two tracks of work, one standard. The first five are in-house systems built for the Kenyan market. Everything after is client and range work: marketing sites, e-commerce, POS, analytics, security, design and whatever comes next. Click any client project to open its showcase.
Five production builds made for the local market. Real users, real revenue, real outcomes — the case studies that show how I think.
5 systems in production Track 02 · Client & rangeMarketing sites, e-commerce, portfolios, POS, analytics, security and web design. Click any card to open its showcase modal.
0 projects and countingA retrieval-augmented assistant built over private company documents — policies, contracts, PDFs and internal wikis. Every answer cites the exact source it came from, so trust is verifiable instead of assumed.
A production Daraja integration: STK Push at checkout, idempotent callbacks that survive retries, and a reconciliation engine that matches every payment to its order.
A scheduled ETL pipeline pulling from POS, M-Pesa, ops sheets and APIs into one clean model — with validation that blocks bad data before it reaches a decision-maker.
Takes messy inbound — WhatsApp, email, forms, tickets — classifies intent, calls the tools it needs, and routes the outcome. High-confidence runs proceed automatically.
A lightweight job and client desk for small service businesses — plumbers, electricians, cleaners, fundis. Idea to first paying customer in eight weeks.
Everything shipped for clients or as standalone range work — marketing sites, e-commerce, portfolios, POS, analytics, security and design. Click any card to open its showcase. Search by name, technology or category.
I work with local and remote clients on freelance and contract engagements. Tell me the problem, the timeline and what success looks like — I'll reply with an honest take on whether I'm the right fit.