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Department of Information Technology

Nikita Singh

Application expert at Department of Information Technology, Vi3; Image Analysis

Email:
nikita.singh[AT-sign]it.uu.se
Telephone:
+4618-471 5431
Visiting address:
Room ÅNG 104156 hus 10, Lägerhyddsvägen 1
Postal address:
Box 337
751 05 UPPSALA

Short presentation

I'm an InfraVis Application Expert in scientific visualization with focus on image processing, visualization and ML/AI for both industrial and healthcare applications. Previously I was working as a SNIC Application Expert in image processing and AI at Karolinska Institute. In my research career I've been involved in industrial image processing for visual quality control, and medical image analysis such as image processing, segmentation and classification using ML/AI.

Keywords: artificial intelligence image analysis visualization big data machine learning deep learning image processing medical image analysis

I received my PhD degree in Computer Science and Engineering at the College of Technology and Engineering (MPUAT), India in 2019. I then pursued two postdoctoral research at the Research institute of Sweden AB (RISE), Västerås, Sweden in 2019-2020, where I was involved in 2 project: 1.) Automated Quality Control of Die-Cast and Hot-Pressed Metal Components based on image 2.) AI based Quality Control of Battery Manufacturing Process. Later I pursued postdoctoral research at the department of chemistry AI for life science at Umeå University, Umeå, Sweden, in 2020-2022, where I was involved in 2 project: 1.) deep-learning based automated data-processing pipeline that will support and enhance extraction / detection of information from the LC-MS metabolomics data 2.) cheese maturity prediction by using near-infrared hyperspectral (NIR-HS) data using deep learning. From 2022-2023 I was working as a SNIC Application expert within image processing AI at Karolinska Institute, flemingsberg, Stockholm. Since from 2023, I am working as an Application expert in scientific visualization and AI at Uppsala University at InfraVis: a national research infrastructure for Data Visualization, Uppsala.

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Nikita Singh