Pipeline Doctor AGENT
An agent that fixes failing test suites. It runs the tests, reads the failing code, writes a fix, then re-runs - looping until its own verifier sees the suite fully green.
$ whoami ▍
Ryan Eromosele Osagiede
const ryan = new AI_Automation_Engineer();
I design and build AI agents and workflow automation that do real work for Kenyan businesses — answering customers, tracking stock, reconciling cash, chasing invoices — using n8n, Zapier, Make, Gumloop & OpenClaw.
$ whoami
Ryan Eromosele Osagiede — AI Automation Engineer
$ cat skills.txt
zapier · zap · gumloop · n8n · make · openclaw · supabase
$ ls ./projects
intervio/ ecom-support/ jobhunter/ shop-hunter/ pipeline-doctor/ document-extractor/ deep-researcher/ qa-agent/ +5 in the roadmap
$ ▍
08projects shipped & on GitHub
06role-tailored CVs (1pg + 2pg)
06focused ideas in the build roadmap
07active automation workflows
// 01 · toolbox
The stack I build with — rendered the way I think about it:
// 02 · projects
Shipped, documented, and running — every project is a working system you can inspect, not a mockup.
Self-Auditing Document Extractor AGENT
Extracts fields from messy invoices, validates the arithmetic, and fixes its own mistakes - recomputing totals and VAT until every document is clean.
Deep Researcher with Fact-Check Loop AGENT
Writes a report from its sources, then verifies every claim. Anything it cannot back up gets rewritten until the whole report is supported - no invented facts make it through.
Autonomous QA Agent AGENT
Starts a live web app, runs test scenarios, and files bug reports with reproduction steps - refusing to finish until every failure is documented.
Interv.io — Personalized AI Interview Coach LIVE DEMO
A memory-aware mock interviewer that asks one tailored question at a time and grades your answer — verdict, score, what was missing, and a model answer — then drills your weak spots across sessions. Runs locally in the browser and over WhatsApp via OpenClaw — a working live demo.
Social Commerce Order Support & Returns Agent LIVE DEMO
A WhatsApp-first AI support agent for Kenyan e-commerce vendors. An LLM classifies customer intent, the agent answers order-status, product and returns questions from the shop's own data, creates RMAs, and escalates to a human — designed to cut response time from hours to seconds.
AI Internship Job-Hunter RUNS DAILY
Searches Kenyan job boards daily for 6 target roles, matches each posting to a role-tailored CV, tracks applications, and pings WhatsApp when something new shows up. Built to make my own internship hunt systematic.
Shop Hunter — WhatsApp Outreach Agent RUNS DAILY
Sends one honest WhatsApp message per day to approved shops and businesses offering workflow automation, AI agents, or websites — with an approval gate, a 5/day cap, and a permanent opt-out blocklist. Built to turn my automation skills into clients.
// more AI agents & automation
// in the oven
Jua Kali Supplier Intelligence
Supermarket Stock & Restock
Cashier Cash-Reconciliation
Freelancer Invoice Tracker
WhatsApp Lead Intake
SME Content Generator
// 03 - agentic workflow lab
Live interactive traces - watch each agent plan, call tools, and verify its own work. Powered by DeepSeek, 4/4 tasks passing. Full lab and eval harness: github.com/ryanreo/agentic-workflow-lab.
agentic-core-loop - the shared engine
pipeline-doctor - fixing a failing test suite
document-extractor - auditing its own extraction
deep-researcher - fact-checking its own report
qa-agent - finding bugs in a live app
// 04 · my other work
Trading bots, health tools, and other projects outside the AI-agent world.
// 05 · about
Software Development student at KCA University (2023–2026) and freelance web developer who fell into AI automation and never looked back. I build practical, low-cost, Kenya-ready systems — WhatsApp, SMS, USSD, M-Pesa — for the SMEs and informal-sector businesses that automation usually ignores.
My superpower: turning a business problem ("cashiers spend an hour counting the till") into a working, logged, human-approvable AI workflow.
I'm currently focused on landing an AI automation / agent development internship where I can take these systems from working demos to production.
const ryan = {
location: 'Nairobi, Kenya',
focus: 'AI agents for Kenyan SMEs',
stack: ['n8n', 'zapier', 'make', 'gumloop', 'openclaw'],
education: 'BSc Software Development · KCA',
status: 'building in public',
};
// 06 · contact
Have a workflow that's eating your team's time? Let's automate it.