Designing Deterministic AI Systems for Production
How to wrap probabilistic models inside deterministic system architecture for reliability and scale.
January 202612 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.
December 2025
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.
November 2025
Frontend Architecture11 min read
Advanced Next.js Architecture Patterns
Building scalable frontend systems using App Router, server components, and streaming.
October 2025
Cloud Infrastructure13 min read
Designing Cloud-Native Infrastructure for AI Systems
Architecting scalable infrastructure for machine learning and AI-driven applications.
September 2025