Agentic AI Systems
Multi-agent, self-adversarial systems on the ReAct loop. Reasoners that plan, act, and coordinate — shipping outcomes, not chatbots.
METIS · KaziAI · GenJob▄▄▄ ███▄ ▄███▓ ▒█████ ██████ ▒████▄ ▓██▒▀█▀ ██▒▒██▒ ██▒▒██ ▒ ▒██ ▀█▄ ▓██ ▓██░▒██░ ██▒░ ▓██▄ ░██▄▄▄▄██ ▒██ ▒██ ▒██ ██░ ▒ ██▒ ▓█ ▓██▒▒██▒ ░██▒░ ████▓▒░▒██████▒▒ ▒▒ ▓▒█░░ ▒░ ░ ░░ ▒░▒░▒░ ▒ ▒▓▒ ▒ ░
SR. SOFTWARE ENGINEER — NAIROBI, KE
Multi-agent AI · payment-grade security · scalable backends.
Most engineers either build or break. I do both — that's the whole point.
I architect autonomous, multi-agent AI systems and the security that keeps them honest: offensive tooling, exactly-once payment integrity, and platform backends proven at scale. 1,715 commits across public and private work say it better than a tagline.
Multi-agent, self-adversarial systems with the ReAct loop — METIS, KaziAI, GenJob. Reasoners that plan, act, and coordinate at runtime.
Offensive tooling and defensive integrity. A 10-round audit that surfaced 22 bugs incl. criticals — HTML injection, broken auth gates.
Django/FastAPI/Go services at scale — a 12.6M-record portal, real-time marketplaces, and a +60% throughput rewrite in Go.
Verifiable credentials and trust graphs — LinkedTrust: Hyperledger Aries, AnonCreds, W3C VCs, the AT Protocol.
Hire me for the hard parts — the autonomous systems, the security that proves they're safe, and the backends that don't fall over. Outcomes, not demos.
Multi-agent, self-adversarial systems on the ReAct loop. Reasoners that plan, act, and coordinate — shipping outcomes, not chatbots.
METIS · KaziAI · GenJobOffensive testing and defensive integrity. I find the holes — HTML injection, broken auth gates, payment races — before attackers do.
22 criticals found · MpesaGuardDjango / FastAPI / Go services that hold under load. A 12.6M-record portal, real-time marketplaces, and a +60% throughput rewrite.
Arizona Sunshine · GoVerdeDockerized, self-hosted, single-command deploys. From repo to production without the drama — and the monitoring to keep it up.
Docker · VPS · CIA support assistant that answers routine questions and hands anything risky, clinical or uncertain to a human. Crisis and medical messages escalate without ever calling the model; the staff reply comes back to the member. live demo ↗ · code ↗
An opportunity & risk-intelligence platform for Arizona — real client work, in production. Two products run on it:
Financial due diligence, automated. Builds the statements on the client's reported basis, computes EBITDA, working capital and trailing twelve months, flags anomalies, and produces the workbook, deck and PDF that advisers deliver.
A public portal over Arizona campaign-finance filings. 12.6M records kept queryable and correct through repeated bulk ingests.
Offensive-security multi-agent AI — self-adversarial, scope-gated agents that recon, plan, and exploit within authorized bounds.
A real-time errands marketplace — FastAPI + WebSockets + escrow, React/TS front-end, live order state.
Point of sale running a Nairobi print shop: sell, invoices, purchases, stock reports, suppliers, debts, accounting, shift handover. Twelve modules, tuned week to week against the live database the shop trades on.
Point of sale and stock control for a leather-goods retailer: M-Pesa STK push, offline-tolerant SQLite, and staff role gating.
Exactly-once payment integrity for M-Pesa / Daraja — idempotency, reconciliation, no double-charges under failure.
Network monitoring + intrusion awareness — watches the local network, flags rogue devices and anomalies.
+ Tensor Marketplace (Stripe) · Street-Well SACCO audit · LinkedTrust verifiable credentials — github.com/Emos21 ↗
Started shipping on GitHub. Foundations in Python and full-stack web — the years that became 1,715 authored commits.
Real-time marketplaces and product builds — Tensor (Stripe), GoVerde (FastAPI, WebSockets, escrow). React/Next front-ends on Python/Go back-ends.
Arizona Sunshine portal serving 12.6M records; a Go-microservices rewrite for +60% throughput. Backends that hold.
Offensive and defensive work — WiFi Sentinel, MpesaGuard payment integrity, a Street-Well audit that surfaced 22 bugs. Built KaziAI, a ReAct multi-agent platform.
Building METIS — a multi-agent, self-adversarial, scope-gated security platform. Recognized as a senior engineer. ▮ currently active
Python · Go · TypeScript · JavaScript · SQL
FastAPI · Django · Go microservices · REST · GraphQL · WebSockets
React · Next.js · Vue · Tailwind
PostgreSQL · MongoDB · Redis · pipelines
Multi-agent · ReAct · LLM orchestration · self-adversarial loops
Docker · Compose · self-hosted VPS · single-command deploys
Go on — try to break it. Type help to look around, or cat about.txt.
prefer async? email me →
gh: Emos21 · in: amosmwangi