It's not luck; it's engineering grounded in product reality. Every major platform I've helped build—from fintech startups to healthcare AI—has succeeded. I don't just deliver code; I deliver viable, scalable businesses. I combine deep technical expertise in AI agents, RAG, and cloud architecture with a relentless focus on user value.
We are moving beyond simple chatbots to complex, reasoning systems. My work focuses on building the infrastructure that makes AI reliable and business-critical. Whether it's orchestrating Kubernetes clusters for ML workloads or designing domain-driven microservices, I ensure the underlying system is as smart as the algorithms it powers.
A decade of building products people rely on.
Building at the frontier of AGI — from architecture to product.
Led technology strategy. Built the engineering team and core architecture from scratch.
System design, technology stack selection, and team leadership. Focused on performance optimization and efficient delivery.
Developed a scalable fintech platform using microservice architecture to handle rapid business changes.
Designed and developed backends for multiple applications, ensuring robust service-oriented architecture.
Development and support of a highly loaded (10,000+ RPS) automated programmatic real-time trading system.
Streaming media-player project with MVP architecture and freelance frontend development.
From educational games to production RAG frameworks.
Tower defense game that teaches cloud architecture. Build infrastructure, survive traffic, learn scaling.
View on GitHub →Production-ready RAG framework on AWS — Qdrant vector DB, Bedrock, S3 document pipeline.
View on GitHub →At the intersection of machine learning and cognition.
A journey from the simple question of recognizing digits to the heart of modern AI. Discover how machines learn from examples—from pixels to perception—and understand the principles powering systems like GPT. No prerequisites, just a clear path to genuine understanding.
📖 View on AmazonArticles on architecture, AI, and lessons from the field.
AI commentary through a Stoic lens — strategy, architecture, and what actually matters.
Technologies I use daily with deep production experience.