I have received my B.Sc. degree in Business Information Technology from Corvinus University of Budapest (2012) and my M.Sc. degree in Software Development and Technology from IT University of Copenhagen (2014). I worked as an intern during my studies at Corvinno Technology Transfer (Budapest) and I served as a teaching assistant for algorithm classes at ITU (Denmark). I have joined Google for three internship over the summers of 2016-2018 working on recommender systems for data center networking and YouTube spam detection. Currently, I am a PhD. student in the Networked Systems Program at UC Irvine working with professor Athina Markopoulou.

For more detailed information, please see: CV

• Graph theory and algorithms
• Privacy in networks
• Applied machine learning

Objective

• A research position in machine learning and networked systems starting September 2019

Research and work experience

• Project III: Graph construction methods
• Google Internship 2018 (Youtube Scaled Abuse): Spam detection in video similarity graphs
• Google Internship 2017 (NetEng): Postmortem recommender system v2 based on machine learning (using TFX)
• Google Internship 2016 (NetEng): Postmortem recommender system based on graph alignment

• Henry Samueli Fellowship for Networked Systems 2015-2016
• UCI Networked Systems Fellowship 2014-2015
• InGRID Visiting Grant, Jan. 2014 at UvA, Netherlands

• On the Construction of DAG1K and DAG2K Graphs
  B. Tillman, A. Markopoulou, manuscript in preparation
• 2K+ Graph Construction Framework: Targeting Joint Degree Matrix and Beyond pdf
  B. Tillman, A. Markopoulou, C. T. Butts, M. Gjoka,  to appear in IEEE/ACM Transactions on Networking, Dec. 2018
  
• Construction of Directed 2K Graphs pdf
  B. Tillman, A. Markopoulou, C.T Butts, M. Gjoka
  In Proc. of KDD 2017 and poster presentation, Halifax, Canada, Aug. 2017
• Construction of Simple Graphs with a Target Joint Degree Matrix and Beyond pdf
  M. Gjoka, B. Tillman, A. Markopoulou
  IEEE INFOCOM 2015, Hong Kong, Apr. 2015
• Script- and Cluster-based UCT for StarCraft pdf
  N. Justesen, B. Tillman, J. Togelius, S. Risi
  IEEE Conference on Computational Intelligence in Games (CIG), Dortmund, Germany, Aug. 2014

• On the Number of Connected Components of Joint Degree Matrix Realizations pdf
  B. Tillman, A. Markopoulou
  NetSci, Paris, France, June 2018
• The Computational Hardness of dK-Series pdf
  W. E Devanny, D. Eppstein, B. Tillman
  NetSci, Seoul, South Korea, June 2016
• Efficient Construction of 2K+ Graphs pdf
  M. Gjoka, B. Tillman, A. Markopoulou, R. Pagh
  NetSci, Berkeley, CA, June 2014

• Graph Construction using the dK-Series Framework pdf
  B. Tillman
  PhD Dissertation, UCI, March 2020
• Towards 3K graph construction pdf
  B. Tillman
  Master’s Thesis, ITU, June 2014

Teaching experience

• tillmanb AT uci DOT edu