np
Numina.io
Health-Tech Systems Engine
Status
Role
Founder & Systems Architect
Timeline
April 2025 - Present
Core Technologies
1 The Problem
South African healthcare facilities face systemic inefficiencies in patient data management, appointment scheduling, and inventory tracking. Paper-based systems lead to 15-20% data loss, while disparate digital tools create operational silos, increasing administrative burden by 30% and error rates in medication tracking.
2 The Solution
Numina.io is a unified healthcare operations platform built on Google's AppSheet ecosystem. It integrates patient management, appointment scheduling, inventory tracking, and compliance reporting into a single, intuitive interface.
- Real-time Patient Dashboard: Unified view of patient history, current medications, and upcoming appointments
- Automated Inventory Management: Smart alerts for medication stock levels and expiration dates
- Compliance Engine: Automated generation of HIPAA-compliant reports and audit trails
- Mobile-First Design: Fully functional on tablets and smartphones for on-the-go access
3 Technical Architecture
4 Measured Impact
Operational Efficiency
Reduced administrative time by 25 hours per week per clinic
Cost Reduction
Eliminated R120,000 annual spend on disparate software solutions
Accuracy Improvement
Medication error rate dropped from 8% to 0.5%
Scalability
Supports clinics from 5 to 500+ patients without performance degradation
5 Platform Interface Preview
Dashboard Overview
Professional Menu
Home Screen
Patient Profile
Patient Menu
A comprehensive healthcare management system built on Google Workspace ecosystem
FinSight
Financial Intelligence Platform
Status
Role
Founder & Lead Developer
Timeline
January 2024 - Present
Core Technologies
1 The Problem
Small and medium enterprises (SMEs) struggle with financial data analysis. Manual Excel-based reporting takes 15-20 hours monthly, lacks real-time insights, and fails to provide predictive analytics. Decision-makers operate with 2-3 week old data, missing critical opportunities and risks.
2 The Solution
FinSight transforms raw financial data into actionable intelligence through automated processing, predictive analytics, and interactive visualization dashboards.
- Automated Data Pipeline: Ingests data from QuickBooks, Xero, and CSV exports, cleaning and standardizing in real-time
- Predictive Cash Flow Engine: Machine learning models forecast 90-day cash positions with 92% accuracy
- Interactive Dashboards: Real-time KPI tracking with drill-down capabilities to transaction level
- Anomaly Detection: AI-powered alerts for unusual transactions or financial patterns
3 Technical Architecture
4 Key Features
Real-time Financial Dashboard
Live updates on revenue, expenses, profitability, and cash flow with interactive charts
Scenario Modeling
What-if analysis for pricing changes, new hires, or market expansion
Automated Reporting
Scheduled PDF/Excel reports for stakeholders with customizable templates
Compliance Monitoring
Automated tracking of tax obligations and financial regulations
5 Business Impact
SMEs Currently Deployed
Across retail, services, and manufacturing sectors
Cumulative Cost Savings
Across all client implementations
ROI for Clients
Average return on investment within 6 months
6 Platform Interface Preview
Products Menu
Product Details
Financial Reports
Sales Overview
Sales Item View
A comprehensive financial intelligence platform built with Python and Google Workspace