Publications

Articles on AI engineering, data science, and building ML systems.

Adaptive Guardrails for Agentic Applications

A novel approach to AI safety using vector-based semantic similarity instead of static rules. Uses dual vector databases to detect malicious requests and off-topic queries, enabling adaptive security boundaries for LLM applications with continuous improvement and observability.

LinkedIn2026

Great Books for AI Engineering

Recommended reading for engineers building production AI systems.

Towards Data Science2025

Achieving Self-Service Onboarding for MLOps Tooling

How we built infrastructure to let teams self-serve ML observability at Wayfair.

Wayfair Tech Blog2023

Great Books for Data Science 2

A follow-up collection of essential reading for data scientists.

Towards Data Science2021

The Generated World

Reflections on AI-generated content and its implications.

Medium2021

Great Books for Data Science

The original list of must-read books for aspiring data scientists.

Towards Data Science2020