WritingWorkProjectsReadingSubscribe

Los Angeles / London

Maxwell Moroz

Building RL environments, data flywheels, and having fun.

02

Experience

Jun 2025 — Present · Los Angeles / London

Lead AI integration strategy across a fast-growth wholesale, retail, and digital wellness brand. Collaborate with Finance, the Executive team, Legal, Marketing, HR, Tech, and Guest Services. Supervise a team of seven interns advising on Gen Z marketing trends.

Sep 2025 — Present · London

Researching quantum computing startups — analyzing technology, business models, and market fit across multiple technology stacks to support smarter investment decisions.

Oct 2023 — Aug 2025 · Los Angeles

Los Angeles · Oct 2023 — Aug 2025

03

Projects

Continual Learning w/ DPO & RLHF

A self-improving agent stack: online SDPO feedback learning (deny / revise / ideal response), LoRA supervised training from example JSONL, DPO training from preference-pair JSONL — with CLI + web GUI interfaces.

Veritas — Interview Pro

A professional interview-practice platform with AI/ML-powered feedback. Chat with audio & video models live; a deeply customized agentic system combined with an ML system for nuanced feedback.

Image Ad Variant Pipeline

Automatically generates and reviews product-placement variations in images. Uses SAM3 to detect and mask objects (e.g. drink cans), sends the original image + mask + brand reference to an image-editing model, then scores generated variants for quality.

Json-Render Skill

An agentic skill using the Vercel AI SDK for JSON rendering — return JSON from tool calls and map outputs to React components; render tool outputs on the client or stream UI from the server with RSC.

04

Currently Reading

Notes from the Underground by Fyodor Dostoevsky

Notes from the Underground

Fyodor Dostoevsky

No Rules Rules by Reed Hastings & Erin Meyer

No Rules Rules

Reed Hastings & Erin Meyer

Ulysses by James Joyce

Ulysses

James Joyce

It is not the critic who counts; not the man who points out how the strong man stumbles, or where the doer of deeds could have done them better. The credit belongs to the man who is actually in the arena, whose face is marred by dust and sweat and blood; who strives valiantly; who errs, who comes short again and again, because there is no effort without error and shortcoming; but who does actually strive to do the deeds; who knows great enthusiasms, the great devotions; who spends himself in a worthy cause; who at the best knows in the end the triumph of high achievement, and who at the worst, if he fails, at least fails while daring greatly, so that his place shall never be with those cold and timid souls who neither know victory nor defeat.

Theodore Roosevelt

Newsletter

Thoughts on the frontier, in your inbox.

Occasional essays on AI, the economics of automation, and the companies building it. No noise.

Subscribe on Substack