Darius Faroughy, PhD

Editor
DISC Type : CS

Postdoctoral Researcher at Rutgers University

New York City Metropolitan Area, United States

Overview

Darius Faroughy is a Postdoctoral Researcher at Rutgers University, specializing in the application of machine learning to theoretical particle physics. He has a background from the University of Zurich and Jozef Stefan Institute, and focuses on building transformer-based generative models for scientific discovery using high-performance GPU clusters.

He is deeply involved in the scientific community, advocating for open access to research facilities and data. His work is highly collaborative, evidenced by numerous co-authored publications aimed at advancing the field of particle physics through shared knowledge and innovative, open-source tools.

Unique fact: He is a key contributor to Aspen Open Jets, the first large-scale, machine learning-ready dataset of real particle jets from the Large Hadron Collider.

Personality Overview

Slow Buyer

Skeptic

Self-Disciplined

They are heavily focused on quality and prefer doing things the right way, even if it takes time.  They do not like taking risks at all and go for proven options in the end. They tend to be clear about their needs and limitations and are unlikely to promise too much.

Topics They Care About

Generative Models
He develops transformer-based and multimodal generative models for point-cloud data, achieving state-of-the-art performance in particle physics applications.
Foundation Models
His recent work focuses on pre-training foundation models on massive, real-world datasets from the Large Hadron Collider to improve downstream generative tasks.
AI for Science
His entire research focus is on applying advanced machine learning techniques to accelerate scientific discovery, particularly in high-energy particle physics.

Media Appearances

Darius has no verified media appearances

Work History

10-2022
Postdoctoral Researcher at Rutgers University
9-2019 - 10-2022
Postdoctoral Research Fellow at University of Zurich
9-2019 - 10-2022
Teacher Assistant at ETH Zürich
3-2015 - 7-2019
Doctoral Student at Jozef Stefan Institute
9-2011 - 7-2013
Diploma Student at Abdus Salam International Centre for Theoretical Physics (ICTP)

Education

9-2019 - 10-2022
Postdoc from University of Zurich

More Information

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Exp : 12 Location : New York City Metropolitan Area, United States Job Level : N/A Designation : Postdoctoral Researcher at Rutgers University
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Insights For Selling To Darius

During A Call Or A Meeting

DO's

  • Use phrases like 'results based on data', 'measurable proof', 'X% growth' etc.
  • Actively address their concerns around change, risk, and acceptance by users
  • Preferably use email to follow up with them instead of phone or Linkedin, engage by asking question or opinions

DONT's

  • Give it some time before you try to build rapport and a relationship, it doesn't come to them naturally
  • Don’t overhype the product/pitch, keep it measured
  • Avoid winging it with them particularly, answer a question only if you know the answer well

When Cold Calling

When Writing An Email

While Negotiating & Closing

    The secret to closing fast with Darius is

  • Adoption by others is very important to them, followed by confidence in ROI.
  • Will you ever get a clear answer from Darius

  • Often, they don't say no, or keep going about it in circles.

Insights For Deal Planning

    How fast (or slow) will Darius move?

  • They don't like to hasten, so their speed of decision-making may be slow.
  • Can Darius take some risk or not?

  • They have little willingness to take risks, and prefer making calculated decisions.

You And Darius

Personality Compatibility


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