Matej Jusup

Address

ETH Zürich

Doctorate at D-BAUG

Matej Jusup

Professur für Transportsysteme

HIL F 14.2

Stefano-Franscini-Platz 5

8093 Zürich

Switzerland

external page https://scholar.google.com/citations?user=gXzUTZ8AAAAJ

Research interest

Reinforcement learning
Decision making under uncertainty
Machine learning
Operations research

Projects

internal page DADA: Dynamic data driven approaches for stochastic delay propagation avoidance in railways

Education

Since 2020

PhD in Reinforcement Learning

ETH Zurich, Switzerland

2013 - 2017

MSc in Mathematical Statistics

University of Zagreb, Croatia
Dissertation title: Network optimization in railway transport planning

2015 - 2016

Erasmus exchange

University of Bielefeld, Germany

2010 - 2013

BSc in Mathematics

University of Zagreb, Croatia

Professional experience

2019 - 2020

Data science team leader at Cantab Predictive Intelligence

Developed products:

E-commerce recommender system
Delivery delay estimation model
Behavioural credit scoring model
Personalized newsletter recommender system
Machine learning driven marketing campaign

2017 - 2019

Data scientist at Morgan Stanley

Projects:

Systemic risk mixed-integer convex programming model execution efficiency improvement
E-trading execution limits calibration
Treasury department cash traceability system
Data-driven listed derivatives liquidity model

2016 - 2017

Software developer at Morgan Stanley

Project:

Margin calculator features integration

2016

Technology analyst program at Morgan Stanley

Topics:

Object-oriented programming in C++ and Java
Functional programming in Scala
Web development in Javascript and Angular
Multi-threaded programming
Operating systems

Interests and awards

Chess

Silver medalist at individual Croatian junior (under 20 years) championship in 2011
Member of chess club Reti—playing for a team in 1st Swiss league

Publications

Download

Download Curriculum vitae (PDF, 190 KB)