Engineer Expert Decisions at Scale.

We don't just build models; we solve the world's hardest business problems through mathematical rigor. Join a boutique lab where engineering meets pure science.

Founded

Boutique Lab

Model

Remote_First

Domain

AI / Optimization

Status

Hiring_Active

A Team Built on Mathematical Rigor.

Boutique expertise. Small team, massive impact.

LOLML is a boutique AI & Data Science Lab where high-level engineering meets mathematical rigor. Our core team consists of PhDs and senior specialists with an average of 15+ years of industry experience. We don't just apply AI; we derive solutions from first principles, specializing in Reinforcement Learning, Stochastic Analysis, and complex Optimization. Having delivered mission-critical systems for giants like Moderna and Allianz, we focus on solving the world's hardest business problems through deep technical expertise. We operate with a Warp Speed mindset—zero bureaucracy, high autonomy, and absolute precision.

Math

PhD / Pure Math

George Whelan

PhD in pure Mathematics. Former Math Researcher & Professor in the United States and South Korea.

PhD

Pure Mathematics

CEO

15Y+ / Ex-DataRobot

Julian Wergieluk

15+ years experience. Ex-DataRobot. Optimized Moderna's COVID-19 vaccine trials, reducing duration by 5wks.

−5 wks

Moderna Trial Compression

CPO

Ex-BCG / IDEO

Vincent Tan

Ex-BCG & IDEO (Design 4 Ventures). Specialist in venture building and product leadership.

D4V

IDEO Design 4 Ventures

Proven in High-Stakes Environments.

Delivering production-ready solutions for Fortune 500s and top-tier startups.

[ Engagements ] Fortune 500 · Series A–C startups · Public sector R&D

[ Engagements ] Fortune 500 · Series A–C startups · Public sector R&D

Verified track record

Three Pillars. Zero Compromise.

01

First-Principles Solving.

We solve complex stochastic and optimization problems from first principles. Every model we ship is grounded in provable mathematics — no black-box hand-waving, no fragile heuristics.

Stochastic Control

Convex Optimization

Probabilistic Reasoning

01

First-Principles Solving.

We solve complex stochastic and optimization problems from first principles. Every model we ship is grounded in provable mathematics — no black-box hand-waving, no fragile heuristics.

Stochastic Control

Convex Optimization

Probabilistic Reasoning

01

First-Principles Solving.

We solve complex stochastic and optimization problems from first principles. Every model we ship is grounded in provable mathematics — no black-box hand-waving, no fragile heuristics.

Stochastic Control

Convex Optimization

Probabilistic Reasoning

02

Production-Ready, Always.

We build production-ready solutions that work in the real world. Research that doesn't ship is research that doesn't matter. We close the loop from theory to deployment.

MLOPS

RAG SYSTEMS

REAL-TIME INFERENCE

02

Production-Ready, Always.

We build production-ready solutions that work in the real world. Research that doesn't ship is research that doesn't matter. We close the loop from theory to deployment.

MLOPS

RAG SYSTEMS

REAL-TIME INFERENCE

02

Production-Ready, Always.

We build production-ready solutions that work in the real world. Research that doesn't ship is research that doesn't matter. We close the loop from theory to deployment.

MLOPS

RAG SYSTEMS

REAL-TIME INFERENCE

03

Cross-Domain Mastery.

From financial modeling and energy markets to healthcare and industrial AI agents. We translate domain complexity into elegant computational systems.

FINANCE

ENERGY

HEALTHCARE

INDUSTRIAL AI

03

Cross-Domain Mastery.

From financial modeling and energy markets to healthcare and industrial AI agents. We translate domain complexity into elegant computational systems.

FINANCE

ENERGY

HEALTHCARE

INDUSTRIAL AI

03

Cross-Domain Mastery.

From financial modeling and energy markets to healthcare and industrial AI agents. We translate domain complexity into elegant computational systems.

FINANCE

ENERGY

HEALTHCARE

INDUSTRIAL AI

Remote only

Open Vacancies.

All roles are Full Remote, Part-time, or Contract-based. Apply with a problem you've solved.

Junior Python Developer | EMEA

Reinforcement Learning & Autonomous Decision Systems

+

Junior Python Developer | EMEA

Reinforcement Learning & Autonomous Decision Systems

+

Stack

Python

Git

JAX

Engagement

REMOTE

PART-TIME

CONTRACT

Expanded FAQ.

Expanded FAQ.

Five questions every candidate asks. Answered with the same rigor we apply to our work.

Five questions every candidate asks. Answered with the same rigor we apply to our work.

Q01

What is your tech stack?

Q02

How do you work?

Q03

What Is the interview process?

Q04

Do you offer flexibility?

Q05

Will I work directly with clients?

Ready to escape the corporate loop?

Submit a problem you've solved — not a CV. We respond within 72 hours. Every conversation is with a founder.

LOLML is an AI & Data Science Lab. We design and develop bespoke AI/ML solutions to solve your hardest business problems.

LOLML is an AI & Data Science Lab. We design and develop bespoke AI/ML solutions to solve your hardest business problems.

LOLML is an AI & Data Science Lab. We design and develop bespoke AI/ML solutions to solve your hardest business problems.

LOLML is an AI & Data Science Lab. We design and develop bespoke AI/ML solutions to solve your hardest business problems.

LOLML is an AI & Data Science Lab. We design and develop bespoke AI/ML solutions to solve your hardest business problems.