Hi, I'm Namit. I am a PhD student in the Data Science Lab at Univeristy at Buffalo, advised by Dr. Varun Chandola. I do research in machine learning with a focus on Bayesian Optimization and Gaussian Processes.
My work primarily focusses on making these methods more cost efficient and scalable to higher dimensions.
  • Education
  • Experience
  • Publications
Ph.D. in Computer Science University at Buffalo 2020 - Present Advisor: Dr. Varun Chandola Thesis: Cost Aware Bayesian Optimization
M.S. in Computer Science University at Buffalo 2018 - 2020
B.Tech. in Electronics and Communication VIT University 2018 - 2020
Research Experience
•
Research Assistant University at Buffalo
Jan 2020 - Present 3 yrs 11 mos
•
Undergraduate Student Researcher Stanford University
May 2015 - Aug 2016 1 yrs 3 mos
Work Experience
•
Data Scientist Zeblok
May 2018 - Sept 2020 2 yrs 4 mos
•
Software Engineer Knowlarity
Dec 2016 - May 2018 1 yr 5 mos
•
Co-founder Sloopstream
July 2017 - July 2019 2 yrs
Resource Efficient Bayesian Optimization Namit Juneja, Varun Chandola, Jaroslaw Zola, Olga Wodo and Parth Desai IEEE CLOUD, 2024 PDF
COMODO: Configurable Morphology Distance Operator Parth Desai, Namit Juneja, Varun Chandola, Jaroslaw Zola, and Olga Wodo Computational Materials Science URL
Graph-based Strategy for Establishing Morphology Similarity Namit Juneja, Jaroslaw Zola, Varun Chandola and Olga Wodo International Conference on Scientific and Statistical Database Management (SSDBM), 2021 URL PDF