Nikos Daniilidis
About Nikos Daniilidis
Nikos Daniilidis is a Staff Data Scientist at Credit Karma, specializing in scientific programming and data analysis. He holds a PhD in Physics from Brown University and has extensive experience in data science, modeling, and scientific writing.
Work at Credit Karma
Nikos Daniilidis has been employed at Credit Karma since 2018, serving as a Staff Data Scientist. In this role, he applies his expertise in data science to enhance the company's analytical capabilities. Prior to his current position, he worked as a Senior Data Scientist at Credit Karma from 2015 to 2018. His work focuses on leveraging data to drive insights and improve decision-making processes within the organization.
Education and Expertise
Nikos Daniilidis earned his PhD in Physics from Brown University, where he studied from 2001 to 2007. He also holds a Diploma in Electrical and Computer Engineering from the National Technical University of Athens, completed from 1996 to 2001. His educational background provides a strong foundation in scientific programming, data analysis, and reinforcement learning, with a focus on causality, attribution, observability, and controllability.
Background
Nikos Daniilidis has a diverse professional background in academia and industry. He worked as a Research Assistant and Teaching Assistant at Brown University from 2001 to 2007. He also held postdoctoral positions at UC Berkeley from 2009 to 2014 and at ETH Zurich for a brief period in 2007. His experience encompasses experimental atomic physics and condensed matter physics, as well as modeling and design in various scientific domains.
Technical Skills and Proficiencies
Nikos Daniilidis is skilled in scientific programming and data analysis, utilizing languages and tools such as Python, Scala, Matlab, R, SQL, Spark, and Hadoop/MapReduce. He has experience in prototype building involving RF and digital electronics, microfabrication, lasers, vacuum systems, and cryogenics. Additionally, he has conducted characterization work using techniques like neutron scattering and low-level measurements.
Research and Writing Experience
Nikos Daniilidis has a strong background in scientific writing, having authored research articles, review articles, scientific commentaries, and grant proposals. His experience in scientific communication complements his technical skills, allowing him to effectively share complex concepts and findings with diverse audiences.