Sourav Mishra
Senior Machine Learning Engineer
theAstate-Kinliser
I work on computer vision, graphics and machine learning at theAstate, a subsidiary venture of Kinliser Japan. I manage projects which range from image-aided estimations to generating immersive 3D layout. I have recently forayed into LLMs & designing bespoke solutions using it.
I earned my PhD from University of Tokyo in 2021 in limited-data deep learning. I am also an alumnus of Virginia Tech where I earned dual Masters in Electrical & Computer Engineering (2013) and Biomedical Imaging (2015).
ML Interests
3D and Computer Vision
Automating visual assessments, fine-grained image classification, limited data learning
AI in Healthcare
Applied machine learning in healthcare
NLP & LLMs
Foundation models, RAG and vector search
Curriculum Vitae
Education
Ph.D, Computer Science
University of Tokyo, 2021
M.S., Biomedical Imaging
Virginia Tech, 2015
M.S., Electrical & Computer Engineering
Virginia Tech, 2013
B.S., Electronics & Biomedical Engineering
Manipal University, 2009
Experience
Senior ML Engineer
theAstate-Kinliser, 2022-Present
Senior Data Scientist
Anymind Japan, 2021
Instructor
Amity University, 2015-2016
Selected Publications
Robustness of Deep Learning Models in Dermatological Evaluation: A Critical Assessment
S Mishra, S Chaudhary, H Imaizumi, & T Yamasaki
IEICE Transactions on Information & Systems
Vol 104 (3), pp. 419-429, 2021
Interpreting fine-grained dermatological classification by deep learning
S Mishra, H Imaizumi, & T Yamasaki
CVPR-W 2019 (Selected for Oral)
Improving image classifiers for small datasets by learning rate adaptations
S Mishra, H Imaizumi, & T Yamasaki
MVA 2019 (Selected for Oral)
SLATE: Virtualizing multiscale CT
S Mishra, KS Sharma, SJ Lee, EJ Fox & G Wang
Journal of X-ray Science & Technology
Vol 20 (2), pp. 239-248, 2012
Collimator width optimization in X-ray luminescent computed tomography (XLCT) with selective excitation scheme
S Mishra & R Kappiyoor
Journal of Medical Imaging & Health Informatics,
Vol 4 (5), pp. 681-686, 2014
Contact
sourav [at] hal.t.u-tokyo.ac.jp
Computer Vision & Media Lab
Engineering Building 2
University of Tokyo
7-3-1 Hongo, Bunkyo-ku
Tokyo 113-8656
sourav [at] astate [dot] ai
theAstate-Kinliser
12F, Tokyo Toranomon Global Sq.
1-3-1 Toranomon, Minato-ku
Tokyo 105-0001