Welcome to my GitHub! I'm passionate about transforming data science experiments into production-ready solutions, particularly in the challenging and diverse context of Africa. At TMG Makerspace Africa, I build resilient AI infrastructures designed for real-world implementation.
Eliminating technical debt, not just reducing it. Based at TMG Makerspace Africa, we're revolutionizing how data science experiments transform into production systems. Our solutions are battle-tested in South Africa's challenging context, ensuring resilience in any environment worldwide.
- ⚡ Zero-Compromise MLOps: Production-ready from day one
- ⚡ Ruthless Efficiency: 60% faster experiment-to-production time
- ⚡ Built for Africa: Engineered for our unique infrastructure challenges
- ⚡ Scale-Ready: Seamless scaling from prototype to continental deployment
| Solution | Description |
|---|---|
| ⚡ 4o Experiment Manager | The definitive ML experiment tracker for enterprise deployment |
| 🛡️ Technical Debt Shield | Proactive technical debt prevention system |
| 🔥 Production Pipeline Builder | Transform notebooks to production in minutes, not months |
| 📊 Analytics Command Center | Complete visibility across ML operations |
| ⚡ Resource Optimizer | Maximize performance while minimizing resource usage |
| 🧩 Project IDX | Integrated development experience for seamless collaboration |
| 🖼️ pix2tex | Vision Transformer converting equation images to LaTeX code |
| Category | Technologies |
|---|---|
| MLOps | Kedro • MLflow • Kubeflow • TensorFlow Extended |
| Cloud Native | AWS IoT Greengrass • Azure Arc • Google Anthos |
| Data Fabric | Delta Lake • Apache Iceberg • AWS Glue |
| Security | HashiCorp Vault • AWS IAM • Azure Sentinel |
pie showData
title Service Mesh Utilization
"AI Orchestration" : 42
"Edge Compute" : 33
"Data Ingestion" : 25
- 🏢 Database Management Systems: Enterprise-grade DBMS with POPIA compliance
- 🌍 MySQL Services: Optimized MySQL solutions for African businesses
- 🎯 PostgreSQL Services: Advanced PostgreSQL implementations with high availability
- 🤖 AI Integration: Custom AI solutions for unique African challenges
View Certifications & Achievements
- 🎓 Microsoft Azure AI Engineer Associate
- 🎓 Microsoft Certified: Azure Solutions Architect Expert
- 🎓 Certified Information Systems Security Professional (CISSP)
- 🏆 Red Bull Basement National Finalist 🇿🇦
- ⚡ Microsoft Founders Hub - Level 3
- 🎓 Microsoft Certified: Azure Fundamentals
- 🎓 Microsoft Certified: Azure AI Fundamentals
- 🎓 Microsoft Certified: Power Platform Fundamentals
- 🚗 AWS DeepRacer Championship Participant
- ☁️ AWS Cloud Practitioner
- 🎓 Microsoft Certified Solutions Developer (MCSD): SQL Server 2016
Building Africa's AI Future