Compass Labs

Compass Labs leverages the open-source nature of the blockchain to build extremely realistic simulation environments for DeFi. We train autonomous agents to optimize and automate decision-making in decentralized finance

dojo network

The first Python-based DeFi testing and optimization platform for smart contracts and investment strategies
>> Agent-based simulation software running at the smart contract level
>> On- and off-chain data-sourcing for data ingestion and strategy evaluation
>> Analytics dashboard to visualize performance and track actions in real time
>> Operating fully on local infrastructure

>> test
>> train
>> optimize

Want to experience the power of our python interface with a quick and easy local setup? Get in touch!Dojo is in beta version testing
Drop us a line or fill out the form!

At Compass Labs we collaborate with top academic institutions to contribute to research at the intersection of mathematical finance, statistics, machine learning, and crypto to improve our products and find opportunities in key areas of decentralised finance.

A framework to generalize impermanent loss for
multi-asset pools obeying any CFMM with optional concentrated liquidityR. Tangri, P. Yatsyshin, E.A. Duijnstee, D. Mandic

A Guide through Impermanent Loss on Uniswap V2 and Uniswap V3E.A. Duijnstee, G. Dinenis

Research

Enabling dynamic liquidity provisioning
on decentralised exchanges to protect
liquidity providers against exotic
liquidity riskR. Tangri, E.A. Duijnstee

Dojo in Beta - test, train and optimize
your DeFi strategy!E.A. Duijnstee, R. Tangri

Elisabeth Duijnstee
CEO

>> PhD in Physics @ University of Oxford
>> Machine learning fellow @ Faculty AI
>> Founders and Funders @ Oxford Business School

Rohan Tangri
CTO

>> PhD in Statistical Machine Learning @ Imperial College
>> AI/ML team @ JP Morgan
>> Algorithms @ NASA’s Mars Mission
>> ML Engineer @ Deutsche Bank

Peter Yatsyshin
Research Scientist

>> PhD in Statistical Physics @ Imperial College
>> Research fellow @ Alan Turing Institute
>> Honorary research fellow @ Imperial College

Lukas Scheucher
Software Engineer

>> Software engineer @ Google
>> Software engineer @ X, the moonshot factory
>> Msc in Mechanical Engineering @ Stanford Univesity

Stay up-to-date with Compass Labs

Backed by

© Untitled. All rights reserved.