Roy Miara

Making AI Burp

Tenzai

1Decks

About

Engineering Manager focusing on

ML - Feature Selection at Scale, Knowledge Graphs, Feature Generation.

Data Eng. - Data Infrastructure, Pipelines, Lakes and Streaming

Also

Dad, Physics, Crossfit, Marathons, Vizsla owner, Rick and Morty.

DoMLs

Roy Miara's published DoMLs

ML Feature Lifecycle Manager

The goal is to support ML feature stewards in evaluating and selecting features for models built over Knowledge Graph data. The workflow must analyze existing features, propose new candidates, assess leakage and temporal validity, and ensure production feasibility under latency and freshness constraints. The final output includes recommendations, monitoring plans, and feature registry updates that are lifecycle-aware and engineering-focused.