MSODOKIMsodoki is the name I build and write under.
Software engineer · Nairobi, Kenya
I'm a software engineer focused on building backend systems and AI-powered applications. I work across APIs, data, and intelligent systems, with an emphasis on making software reliable, secure, and useful in real-world environments.
An engine that reads a customer's message and decides what to do with it: answer, ask them to confirm, say no, or pass it to an LLM when it isn't sure. It runs on a laptop CPU, and money never moves without the customer saying yes.
0critical errors on 298 messages it had never seen
An agent for one kind of complaint, "M-Pesa took my money but my order says unpaid", from the first message to the refund. It survives crashes without paying twice, waits days for staff approval, and never shows the model a real phone number.
16/16Swahili amounts read right, after moving them from the model to code
“Use the model only where nothing else works.”