I am a Senior Software Engineer, AI Engineer, cybersecurity practitioner and technology consultant focused on designing and delivering secure, scalable and practical digital systems.

My work sits at the intersection of software engineering · artificial intelligence · cybersecurity · cloud infrastructure · digital transformation, solving real operational problems across healthcare, logistics, commerce, education, enterprise operations and the public sector.

I turn complex business processes into reliable software products that run under real African conditions: variable connectivity, cost pressure and the need to scale.

💡 Build useful things. Build them securely. Make them reliable.

Project	Domain	Description	Stack
🌐 solidcraft-enhanced		Enhanced SolidCraft distribution with African domain parametric models (solar, water, housing, agriculture, manufacturing, construction), MCP server (HTTP/SSE/WS), benchmark suite with regression detection, interactive architecture visualization, comprehensive documentation, enhanced CI/CD
🌐 antd-admin-enhanced		Enhanced enterprise admin template with African domain components (Mobile Money, FinTech, Logistics, Healthcare, Interbank), MCP server (15+ tools), benchmark suite with regression detection, interactive architecture visualization, comprehensive documentation, enhanced CI/CD
🌐 dbx-enhanced		Enhanced DBX distribution with African domain extensions (11 mobile money providers, 8 interbank systems, 2 healthcare systems), benchmark suite with regression detection, interactive architecture visualization, production-grade CI/CD
🌐 apidash-enhanced		Enhanced API Dash distribution: MCP server (10 tools) for AI agents, African API collections (47: mobile money, fintech, logistics, banking, identity, payments), benchmark suite with regression detection, interactive architecture visualization, comprehensive documentation suite, enhanced CI/CD (11 jobs, 6 platforms)
🌐 hol-guard-enhanced		Enhanced HOL Guard distribution: MCP server (10 tools) for AI agents, African threat intelligence (200+ entries: mobile money fraud, fintech supply chain, threat actors, multilingual prompt injection, regional malware), benchmark suite with regression detection, interactive architecture visualization, comprehensive documentation suite
🌐 tscircuit-enhanced		Enhanced tscircuit distribution with MCP server for AI agents, AI-assisted design tools, DFM/DRC analysis suite (8 analyses), African hardware domain components (9 modules), interactive architecture visualization, benchmark regression detection
🌐 xerj-enhanced		Enhanced local-first search engine for AI agents with HTTP/SSE/WebSocket MCP transport, African domain extractors (mobile money, healthcare, logistics, 27 languages), benchmark regression detection, and interactive architecture visualization
🌐 magika-enhanced		Enhanced AI-powered file type detection with async API, custom rules engine (47 African domain rules), and MCP server integration for Google's Magika
🌐 omni-tools-enhanced		Fixed search-filter bug, added Unit Converter + Data Transfer Time tools, and a zero-dependency MCP server exposing the toolbox to AI agents for omni-tools
📁 superfile-enhanced		Cloud storage adapters (S3/Azure/GCS/WebDAV), AI-powered file categorization, plugin architecture, enhanced previews for superfile TUI file manager
🔐 anubis-enhanced		Real-time observability dashboard, policy validation CLI, enhanced metrics, deployment hardening for Anubis AI firewall
🏦 blnk-enhanced		AI-powered transaction categorization for Blnk ledger with African mobile money support, confidence scoring, and extensible ML integration
🔐 fallow-ai-security		AI-enhanced security analysis with LLM-specific rules, compliance reporting, and AI verification
🏥 QFlow Simulator		Smart virtual queue simulation and patient-flow management
🏛️ PTAAU Hub		Digital platform for a national association
🚨 Health Hazard Communication System		Real-time health-hazard communication and stakeholder coordination
🩺 Ascendmend		Clinical and healthcare platform frontend
🔬 laya-africa-evals		Independent evaluation suite for the laya System-1 decision engine: African-language triage datasets, prompt-injection guard robustness harness, and evaluation runners

I focus on applied AI: improving existing products and operational workflows rather than treating AI as a standalone feature. The goal is AI that is useful, measurable, controllable and secure.

flowchart LR
    A[LLM Apps] --> B[AI Agents] --> C[Knowledge Retrieval] --> D[Workflow Automation]
    D --> E[Prediction and Classification] --> F[Speech and Meeting Intelligence] --> G[Decision Support] --> H[Human-in-the-Loop]
    style A fill:#7C3AED,color:#fff,stroke:none
    style B fill:#6D28D9,color:#fff,stroke:none
    style C fill:#4F46E5,color:#fff,stroke:none
    style D fill:#2563EB,color:#fff,stroke:none
    style E fill:#0891B2,color:#fff,stroke:none
    style F fill:#0D9488,color:#fff,stroke:none
    style G fill:#059669,color:#fff,stroke:none
    style H fill:#16A34A,color:#fff,stroke:none

Typical architecture: LLM APIs · Prompt orchestration · Structured outputs · Embeddings & vector search · Tool / function calling · Agent workflows · Speech recognition · Document processing · Human approval · Monitoring & evaluation

Security is an architectural concern, not something added after development.

flowchart LR
    A[Identity] --> B[Authentication] --> C[Authorization] --> D[Tenant Isolation] --> E[Input Validation]
    E --> F[API Protection] --> G[Data Protection] --> H[Auditability] --> I[Monitoring] --> J[Incident Readiness]
    style A fill:#DC2626,color:#fff,stroke:none
    style B fill:#EA580C,color:#fff,stroke:none
    style C fill:#D97706,color:#fff,stroke:none
    style D fill:#CA8A04,color:#fff,stroke:none
    style E fill:#65A30D,color:#fff,stroke:none
    style F fill:#16A34A,color:#fff,stroke:none
    style G fill:#0D9488,color:#fff,stroke:none
    style H fill:#0891B2,color:#fff,stroke:none
    style I fill:#2563EB,color:#fff,stroke:none
    style J fill:#7C3AED,color:#fff,stroke:none

Secure authentication RBAC / ABAC API hardening Session management Row-level security Secrets management Audit trails Rate limiting Secure file handling Least privilege Dependency awareness Secure deployment

I work across the full application lifecycle:

flowchart LR
    A[Idea] --> B[Requirements] --> C[Architecture] --> D[Development] --> E[Testing] --> F[CI/CD]
    F --> G[Infrastructure] --> H[Deployment] --> I[Monitoring] --> J[Security] --> K[Optimization]
    style A fill:#0A66C2,color:#fff,stroke:none
    style B fill:#0284C7,color:#fff,stroke:none
    style C fill:#0891B2,color:#fff,stroke:none
    style D fill:#0D9488,color:#fff,stroke:none
    style E fill:#059669,color:#fff,stroke:none
    style F fill:#16A34A,color:#fff,stroke:none
    style G fill:#65A30D,color:#fff,stroke:none
    style H fill:#CA8A04,color:#fff,stroke:none
    style I fill:#EA580C,color:#fff,stroke:none
    style J fill:#DC2626,color:#fff,stroke:none
    style K fill:#7C3AED,color:#fff,stroke:none

Cloud architecture VPS deployment Linux administration DNS SSL/TLS Cloudflare GitHub Actions Docker Database management Production troubleshooting Backup strategies Environment management Performance optimization

Technology in Africa requires more than reproducing systems designed for other markets. I build platforms that account for:

🎯 Build technology that works in the environments where people actually use it.

||| | Domain | Focus || |:--:|:--|:--| | 🏥 | Healthcare | Digital health platforms, emergency response, patient workflows, clinical systems, healthcare operations | | 🚚 | Logistics | Freight operations, delivery platforms, mobility systems, tracking, operational intelligence | | 🛒 | Commerce | Marketplaces, e-commerce, merchant systems, payments, multi-sided platforms | | 🎓 | Education | School management, learning platforms, digital training, institutional systems | | 🏢 | Enterprise | CRM, ERP-style platforms, workflow automation, reporting, business intelligence | | 🏛️ | Public Systems | Stakeholder coordination, communication platforms, data systems, operational digitization |

• Latest (2026-11-05): Published solidcraft-enhanced — Enhanced SolidCraft distribution with African domain parametric models (solar, water, housing, agriculture, manufacturing, construction), MCP server with HTTP/SSE transports, benchmark suite with regression detection, interactive architecture visualization, comprehensive documentation, enhanced CI/CD
• Latest (2026-11-04): Published antd-admin-enhanced — Enhanced enterprise admin template with African domain components (Mobile Money, FinTech, Logistics, Healthcare, Interbank), MCP server (15+ tools), benchmark suite with regression detection, interactive architecture visualization, comprehensive documentation, enhanced CI/CD
• Latest (2026-10-30): Published codex-security-enhanced — Enhanced Codex Security distribution with African cyber threat intelligence (mobile money fraud, fintech supply chain, prompt injection, regional malware), MCP server enhancement (HTTP/SSE transport, 15+ tools), benchmark suite with regression detection, interactive architecture visualization, comprehensive documentation suite, enhanced CI/CD
• Latest (2026-10-29): Published dbx-enhanced — Enhanced DBX distribution with African domain extensions (11 mobile money providers, 8 interbank systems, 2 healthcare systems), benchmark suite with regression detection, interactive architecture visualization, production-grade CI/CD
• Latest (2026-10-26): Published apidash-enhanced — Enhanced API Dash distribution with MCP server (10 tools) for AI agents, African API collections (47: mobile money, fintech, logistics, banking, identity, payments), benchmark suite with regression detection, interactive architecture visualization, comprehensive documentation suite, enhanced CI/CD (11 jobs, 6 platforms)
• Latest (2026-10-25): Published hol-guard-enhanced — Enhanced HOL Guard distribution with MCP server (10 tools) for AI agents, African threat intelligence (200+ entries: mobile money fraud, fintech supply chain, threat actors, multilingual prompt injection, regional malware), benchmark suite with regression detection, interactive architecture visualization, comprehensive documentation suite
• Latest (2026-10-21): Published tscircuit-enhanced — Enhanced tscircuit distribution with MCP server for AI agents, AI-assisted design tools, DFM/DRC analysis suite (8 analyses), African hardware domain components (9 modules), interactive architecture visualization, benchmark regression detection, comprehensive documentation suite
• Latest (2026-10-20): Published xerj-enhanced — Enhanced local-first search engine for AI agents with HTTP/SSE/WebSocket MCP transport, African domain extractors (mobile money, healthcare, logistics, 27 languages), benchmark regression detection, interactive architecture visualization, comprehensive documentation suite
• Latest (2026-10-19): Published magika-enhanced — Enhanced AI-powered file type detection for Google's Magika with async Python API, custom rules engine (47 African domain rules for mobile money, healthcare, logistics), MCP server for AI agents, benchmark suite with regression detection, interactive architecture visualization, comprehensive documentation
• Latest (2026-10-18): Completed laya-africa-evals — Independent evaluation suite for laya System-1 decision engine with African-language triage datasets, prompt-injection guard robustness harness, GitHub Actions CI/CD pipeline (lint, typecheck, tests, build, security), 30 passing tests, proper package structure
• Latest (2026-10-17): Published laya-africa-evals — Independent evaluation suite for laya System-1 decision engine with African-language triage datasets, prompt-injection guard robustness harness, and evaluation runners
• Latest (2026-10-15): Published omni-tools-enhanced — search-filter bug fix (upstream #227), Unit Converter + Data Transfer Time tools, zero-dependency MCP server exposing 15 tools to AI agents, fork CI with GitHub Pages demo
• Latest (2026-10-13): Building agent-device-enhanced — AI-powered selector generation, Android snapshot optimization, streaming MCP server, AI screen recording, security scanning, interactive architecture docs for mobile automation
• Latest (2026-10-12): Published superfile-enhanced — Cloud storage adapters (S3/Azure/GCS/WebDAV), AI-powered file categorization, plugin architecture, enhanced previews, semantic search for superfile TUI file manager
• Latest (2026-10-11): Published anubis-enhanced — Real-time observability dashboard, policy validation CLI, enhanced Prometheus metrics, healthcheck fixes, complete i18n (12 languages), deployment hardening for Anubis AI firewall

Software architecture · AI · Cloud engineering · Cybersecurity · Distributed systems · DevOps · Data engineering · Product engineering · Digital transformation

I'm interested in collaborating on:

If you are building something technically ambitious and solving a real problem, let's talk.