Good afternoon

Luke Inglis

Technical Product Manager, Red Hat AI

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About

Luke Inglis

I'm a Technical Product Manager at Red Hat AI, working with the AI Innovation Team to translate emerging research into practical product capabilities. My focus is bringing inference-time scaling, advanced model customization, and post-training techniques into enterprise AI platforms, helping organizations get more value from AI without starting from scratch.

Before Red Hat, I spent seven years at IBM Research, supporting AI research organizations and large-scale partnerships, including the MIT-IBM Watson AI Lab. I spent most of that time connecting research, product strategy, and customer needs to accelerate the path from ideas to real-world impact.

Outside of work I'm usually putting together side projects. I'm currently working on Reel Palate and a handful of other side projects. I studied at Auburn, where I worked in sports information and media relations, and I'm still a big sports fan (Auburn, Orioles, Chelsea, Timberwolves).

The path

  1. Auburn University

    Sports Information & Media Relations

  2. IBM Research

    7 years · MIT-IBM Watson AI Lab

  3. Red Hat AI

    2025 · AI Innovation Team

What I work on

  • Inference-Time Scaling
  • Model Customization
  • Cross-team Strategy & Operations
  • Partnership Development
  • Program Leadership
  • Stakeholder Alignment

Projects

Things I've built or am building.

Work

ITS Hub

A Python library for inference-time scaling LLMs

Amortized

Build task models that replace frontier API calls

SDG Hub

Synthetic Data Generation Toolkit for LLMs

Training Hub

An algorithm-focused interface for common llm training, continual learning, and reinforcement learning techniques

Remote Factory

Domain-agnostic multi-agent software design and evolution harness

Work Vault

AI-powered work vault built on Obsidian + Claude Code

AI Innovation Team Website

Red Hat AI Innovation Team website

Personal

See more on GitHub

Now

What I've been working on lately.

Recent activity

Interests

Sports have been a part of my life since before I can remember.

Auburn Tigers

NCAA

Baltimore Orioles

MLB

Chelsea FC

Premier League

Minnesota Timberwolves

NBA

Tampa Bay Buccaneers

NFL

Also into

Movies & TV

Cooking

Video Games

Published Works

Say hello

I'm always happy to talk.

lukerichardinglis@gmail.com