Wilson Gichuhi, Systems Engineer
My background is in full-stack engineering, and today I build the systems that make AI useful in production. I design integrations, document intelligence pipelines, knowledge graphs, retrieval, orchestration, and evaluation that connect models to real business operations. The goal is simple: build software that is reliable enough for people to trust, not just impressive enough to demo.
An AI-native platform that transforms fragmented, unstructured healthcare documents (images, referrals, scanned PDFs) into a grounded knowledge graph using vector embeddings and relationship-native reasoning. Automates provider-payer loops with low-latency voice agents and human-in-the-loop validation, building institutional memory that reduces referral delays and claim denials.
A 24/7 AI agent that joins video calls to deliver multilingual, interactive product demos. Drops into any SaaS product to navigate it via VLM-based agentic automation, qualifying leads and booking follow-ups directly in your CRM and calendar. Built on LiveKit, Deepgram, and Cartesia (<700ms perceived latency).
Version control for enterprise AI cognition and context. CVCS tracks decisions, corrections, and contexts to make agent behavior explicit, versioned, and portable—retaining organizational knowledge while keeping agent runtimes interchangeable.
2026
Building an order-to-approval system for liquor distributors. WhatsApp orders become reviewable drafts before stock, margin, promo, tax, and compliance decisions are committed.
2026
Authored Harbor and Terminal Bench style evaluation tasks for agentic coding systems, with oracle verification and claim-level grounding using NLI-based checks.
2025
Built evaluation environments for frontier models across infrastructure, security, and healthcare workflows.
2025
Worked on a multi-tenant FMCG operations backend covering stock intelligence, payments, dispatch, and promo tracking.
2024 - 2025
Architected a secure telemedicine platform across triage, pharmacy, and lab integration using WebRTC and local payment gateways.
2024
Built a CRM voice-logging assistant and rebuilt a legacy PHP marketplace into an offline-first Next.js application.