Engineer Expert Decisions at Scale.

Engineer Expert Decisions at Scale.

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.

Explore Roles

OUR PHILOSOPHY

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

Verified track record

Three Pillars. Zero Compromise.

TAB_01

Mathematical Foundation

TAB_02

Practical Innovation

TAB_03

Diverse Domain Experience

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

TAB_01

Mathematical Foundation

TAB_02

Practical Innovation

TAB_03

Diverse Domain Experience

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

Open Vacancies.

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

Senior ML Engineer

Reinforcement Learning & Autonomous Decision Systems

+

Role_Brief

Design and ship RL agents that operate under hard real-world constraints. You will work on policy optimization, reward shaping, and autonomous decision pipelines deployed in production environments. Strong PyTorch background and deep familiarity with stochastic processes required.

Stack

Python

PyTorch

JAX

Ray RLlib

Engagement

Remote

Full-time / Contract

Apply

/02

AI Solutions Architect

AIA-002

High-scale infrastructure, LLM interpretability, RAG systems

Remote

+

/03

Optimization Specialist

OPT-003

Stochastic Optimal Control & Mixed Integer Programming

Remote

+

Expanded FAQ.

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

Q01

What is your tech stack?

Q01

What is your tech stack?

Q01

What is your tech stack?

Q01

What is your tech stack?

Q01

What is your tech stack?

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.

Access Jobs Dashboard

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.