Oliver Perrin · ml engineer

ML Engineer at a stealth startup and Founder of LiminalML

Charlotte, NC · stealth startup, prev Triaxis · B.S. Computer Science

Hi! I work as a Machine Learning Engineer & Researcher with a focus in NLP, MTL, and RL. I'm the sole MLE at a stealth, pre-launch startup and Founder of LiminalML. My research is focused on MTL within NLP.

Now

Current focus

Working ML Engineer at a stealth, pre-launch startup - sole MLE on a 4-person team.
Building LiminalML - a structured, non-skippable path to ML/SWE interviews across 157+ topics, grounded in the candidate's own resume.
Researching LexiMind - MTL across summarization / topic classification / emotion detection for literary text and academic papers.
Highlights

Selected work

ML Engineer, NLP & Multi-Task Learning

Research

LexiMind

Continuation of my indepedent research project from undergrad focusing on MTL for multiple types of NLP tasks and post-training

Read more → Product

LiminalML

A structured, resume-grounded path through 157+ ML/SWE interview topics in a 6-stage flow from intuition to implementation.

liminalml.com ↗ Production

Stealth startup (sole MLE)

See experience →