Building the Future of
Digital Innovation
I'm a full-stack developer and entrepreneur passionate about creating products that make a difference. Specializing in modern web technologies, AI integration, and scalable solutions.
AI Ventures
Building the next generation of AI-powered solutions for African markets
Work Experience
Building scalable systems and leading technical initiatives
Software Engineer, Threat Intelligence
Safaricom
Leading development of advanced cyber threat intelligence platform, leveraging AI/ML for real-time threat detection and analysis across enterprise network infrastructure.
Key Achievements:
- •Built vector search-based threat correlation engine processing 1M+ events daily
- •Implemented AI-powered threat classification using Vertex AI with 95% accuracy
- •Designed scalable data pipeline handling real-time threat feeds from multiple sources
- •Reduced threat detection time from hours to minutes through automated analysis
Tech Stack:
Software Engineer II, Platform & VAS
Safaricom
Designed and maintained distributed systems serving millions of users across Value-Added Services (VAS) platforms. Led migration to cloud-native architecture and implemented high-availability solutions.
Key Achievements:
- •Architected microservices platform serving millions of users with 99.9% uptime
- •Led migration from monolith to containerized architecture using Kubernetes
- •Optimized Redis caching strategy reducing API response time by 60%
- •Implemented CI/CD pipelines reducing deployment time from days to hours
- •Mentored 5+ junior engineers and established coding standards for the team
Tech Stack:
From the Blog
Insights, tutorials, and stories from building scalable solutions
Building AI-Powered Applications with Next.js and Vector Search
Learn how to integrate vector search and AI into your Next.js applications for intelligent, context-aware features. A practical guide with real-world examples.
Building Distributed Threat Intelligence at Scale
How we architected a CTI platform to process 100K+ daily events using Python, PostgreSQL, vector search, and AI/ML. A deep dive into distributed systems, performance optimization, and real-time threat analysis.
Let's Build Something Amazing
Ready to discuss your next project? Schedule a call and let's explore how we can work together.
Prefer email? hello@ammly.xyz