I'm a final-year Actuarial Science student and a co-founder of Insight Analytics, a Lusaka-based consultancy where I work as the AI & Automation Specialist — designing and shipping the automation systems we build for clients.
I take businesses off manual spreadsheets and WhatsApp backlogs and put them on systems that run themselves: AI agents that read, decide, and act; workflows that watch a folder or an inbox and produce a finished report; and dashboards that update themselves. My background in actuarial science shapes how I build — every automation is designed around the data model and the edge cases first, not just the happy path.
- AI agent systems — multi-channel customer service & CRM agents with RAG knowledge bases, lead scoring, and human handoff
- Workflow automation — n8n pipelines that replace manual, repetitive admin work end to end, not just partially
- Applied AI screening & reporting — Claude-powered document screening, ranking, and auto-generated PDF reports
- Excel/VBA systems — dashboards, fleet & driver management, HR training compliance matrices
- Payments & reminders — dual-channel (WhatsApp + SMS) reminder and mobile-money collection automation 📌 See ai-automation-portfolio for case studies — architecture write-ups and diagrams for what's below. Client workflow exports, credentials, and raw data aren't published; this is a curated look at how each system is built, not a copy of it.
| Project | What it does |
|---|---|
| 📄 AI CV Screening — Zega | Claude-powered resume screening pipeline: intake, per-role ranking, and scheduled PDF shortlist reports |
| 📊 Excel → Executive Dashboard → PDF | Drop any transactional Excel into Drive → auto-generates a full KPI dashboard with dynamic charts as PDF |
| 💬 WhatsApp Business Automation Suite | Loan reminders + mobile-money collection, invoice generation from plain text, and reply-only AI support bots |
Practical, form-driven operational tools built entirely in Excel & VBA — see the Excel-Business-Systems repo:
| System | What it does |
|---|---|
| 🎓 HR Training Compliance Matrix — Zega | Scaled Excel system tracking staff certifications, expiry alerts, and compliance dashboards |
| 🚚 Fleet & Driver Management — Platinum Courier | Logistics system with automated distance calculation, trip logging, and driver/vehicle management |
Alongside client automation work, I build and publish machine learning projects that lean on my actuarial background — regression and classification problems in health, insurance, and risk:
- 💰 Insurance — regression model predicting medical insurance charges from risk factors
- 🫀 HDP — heart disease risk classification from clinical data
- 📈 Logistic-Regression — a collection of real-world classification projects
- 🌳 Confusion-Matrix — Logistic Regression vs Decision Tree, compared head-to-head
Verified certificates of completion. Each links to the issuer's public verification page.
| Certificate | Issued by | Verify |
|---|---|---|
| Excel Skills for Business — Specialization 4 courses: Essentials · Intermediate I · Intermediate II · Advanced |
Macquarie University · Coursera | Verify |
| Essentials: Your First Workflows | n8n Academy | Verify |
I'm open to roles and collaborations in AI/automation engineering, applied data work, and actuarial-adjacent analytics.
📍 Lusaka, Zambia · 💼 Co-Founder & AI/Automation Specialist, Insight Analytics