About Me
Publications
Link Blog
Blog Posts
Experience & Education

Adam Orucu

My socials: Email - KTH - Scholar

I am an industrial PhD student working at KTH and Ericsson AB, located in Stockholm. My topic of research concerns neural architecture search and telecommunications.

There are a couple of reasons I wanted to create this page. (1) To have an easily accessible place where I can point to my background and my work. (2) To push myself to write in the open more, because it forces me to think deeper about some topics of research or even content I consume.

This page is still work in progress a lot of things don't work yet. I want to continue working on it while I post so I don't have an excuse not to post and can continue working on the design according to my requirements.

I should point to the obvious inspiration for the design of the page: Andy Matuschak and for sharing links to other content from Tyler Cowen and Simon Willison.

Publications

The path towards a PhD. I am currently most interested in understanding how a neural network works and how its architecture affects its behaviour. My general topic is on NAS and TL and their application to telco.

2024

Adam Orucu, Farnaz Moradi, Masoumeh Ebrahimi, Andreas Johnsson
NoF
Adam Orucu, Farnaz Moradi, Masoumeh Ebrahimi, Andreas Johnsson
SNCNW
Jalil Taghia, Farnaz Moradi, Hannes Larsson, Xiaoyu Lan, Adam Orucu, Masoumeh Ebrahimi, Andreas Johnsson
IEEE Transactions on Machine Learning in Communications and Networking

2022

Adam Orucu
Master's Thesis

Link Blog

These are short blog posts mostly pointing to other peoples work that I have found valuable. Usually with a small comment on what it is or why I liked it.

Blog Posts

Longer things. Here is a collection of longer blog posts such as explainers or analyses. I also plan to write reviews of books or papers.

Experience & Education

Work Experience

ML Researcher | Ericsson

2022 Oct - Present

Working as an industrial Ph.D. student in the AI research area. Studying Neural Architecture Search and its application to network management. Part of the Wallenberg AI, Autonomous Systems and Software Program (WASP).

MSc Thesis Student | Ericsson

2022 Jan - 2022 Jun

Thesis title: Domain Adaptation for Networking

Teaching Assistant | Uppsala University

2021 Sep - 2022 Jan

TA for two classes - Artificial Intelligence and Python Programming. Helped with assignments, graded assignments and exam solutions.

Business Intelligence Developer | Volvo IT

2019 Oct - 2020 Mar

Intern Business Intelligence Developer | Volvo IT

2019 Jul - 2019 Sep

Intern Game Developer | Digitus Technology

2018 Jul - 2019 Feb


Education

Ph.D. Candidate

KTH | 2022 - present

M.Sc. in Data Science

Uppsala University | 2021 - 2022

B.Sc. in Computer Science

Wroclaw University of Science and Technology | 2016 - 2020