Designing Deterministic AI Systems for Production
How to wrap probabilistic models inside deterministic system architecture for reliability and scale.
2026-01-1512 min read
Engineering Essays
Long-form technical writing on AI systems, distributed backend architecture, cloud-native infrastructure, and modern frontend engineering.
Backend Engineering10 min read
Scaling FastAPI in High-Traffic Production Environments
Engineering stateless, async-first APIs that scale horizontally with predictable performance.
2025-12-10
MLOps14 min read
Model Monitoring and Drift Detection in Production ML
Why deployment is not the end of ML — monitoring performance, drift, and system stability.
2025-11-12
Frontend Architecture11 min read
Advanced Next.js Architecture Patterns
Building scalable frontend systems using App Router, server components, and streaming.
2025-10-08
Cloud Infrastructure13 min read
Designing Cloud-Native Infrastructure for AI Systems
Architecting scalable infrastructure for machine learning and AI-driven applications.
2025-09-05