Victor Ndunda Claim this profile

Deterministic replay and counterfactual debugging for AI agent reliability. Bit-exact replay of agent runs with zero model calls — record once, replay forever, mutate freely.

Busara AI — 33-agent self-evolving multi-agent data intelligence platform. 7-stage pipeline with trajectory-based learning (AReaL paper). Turborepo, Next.js 15, TypeScript.

KilimoPRO — AI-Powered Agricultural Intelligence Platform for Kenya & Africa. Web (kilimo.pro) + Android app + microservices backend + ML crop disease detection + data pipeline integrating KilimoSTAT, FAOSTAT, KALRO, Google Earth Engine.

Victor Ndunda — AI Engineer & Founder of Busara. Personal portfolio.

Go microservice for real-time transaction fraud scoring — Z-Score + IQR + Velocity detectors in a weighted-vote ensemble. ~50-300µs per transaction. Explainable AI for regulated finance.

Verxlite

RFM analysis + K-Means + Gaussian Mixture Models for actionable customer segmentation. 6 optimal clusters, 89% stability, 23% increase in campaign response rate. Built for financial services.

Production-grade time series forecasting suite — Holt-Winters, ARIMA/SARIMA, Prophet-style decomposition, ensemble forecasting. 87.3% mean accuracy across 12 financial metrics.

Kingston Printing & Branding — full-stack e-commerce site (Next.js 16, Prisma, NextAuth, M-Pesa, Netlify Blobs). Customize t-shirts, hoodies, banners & more online; pay with M-Pesa; admin dashboard manages orders.

AI-powered job search and auto-apply notebook — search, match, generate cover letters, and apply via Selenium

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Defence Africa - Strategic Intelligence on China-Africa Security

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

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