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Sunil Mathew is listed as Neuroscientist at the Medical College of Wisconsin at Medical College of Wisconsin, based in Milwaukee, Wisconsin, United States. AeroLeads shows a matched LinkedIn profile for Sunil Mathew.
Sunil Mathew previously worked as Postdoctoral Fellow at Medical College Of Wisconsin and AI/ML Scientist at Apn Health. Sunil Mathew holds Doctor Of Philosophy (Phd), Computational Mathematical And Statistical Sciences from Marquette University.
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I am passionate about developing systems that work well and are scalable.Specialties/Interests: Machine learning, Generative AI, Transformers, LLMs, Model Interpretability, 3D CNN, CT/MRI Analysis, Surface Reconstruction, 3D Visualization, algorithm development, GPU computing, distributed training, image processing, Computer Vision.Skills: Python, R, Matlab, C, C++, Java, PyTorch, Tensorflow, OpenCV, pandasCloud Platforms: AWS, Azure
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Wisconsin, United States
Neuroscience research at Dr. Rey’s lab in the department of Neurosurgery. We record and analyze single neuron activity from electrodes inserted deep in the brain of patients with epilepsy being evaluated for neurosurgery. We study different aspects of the human brain like vision, memory and motor function.
Waukesha, Wisconsin
Main area of research & development is surface reconstruction from 3D point cloud data acquired during cardiac mapping using interpretable machine learning models. The maps are used to study the electrical circuit of the heart. Developed interpretable generative models that are able to reconstruct patient-specific cardiac models that aid navigation and study electrical activity using a Bayesian framework. Other notable contributions are activation maps, voltage maps, 3D-2D registration of reconstructed 3D model onto flouro images, cryoballoon visualization.
Waukesha, Wisconsin, United States
Worked as the lead for 3D viewer module of the Navik3D software suite for elepctroanatomical mapping and navigation in cardiac ablation procedures.
United States
Cardiac MRI analysis using Deep Learning. Developed Deep Learning solutions for cardiac segmentation based on generative models. Implemented distributed training for multi-GPU systems.
Greater Milwaukee Area
Courses taught:Elementary Statistics,Mathematical Statistics,Elementary Calculus,Calculus III,Intro to Data Science,Time Series Analysis
Trivandrum, Milwaukee
Leading development efforts in surface reconstruction from 3D point cloud for Navik3D, APNHealth LLC, Waukesha, WI. Main area of work involves generation and visualization of patient-specific 3D cardiac chamber models for real-time guidance in cardiac ablation procedures. Other notable projects are ITELL(Language lab) for virtual classrooms, SmartJoules (Predictive analytics for energy usage monitoring).
Bengaluru Area, India
Project : Design and development of a Intentional Electromagnetic Interference (IEMI) generator to study vulnerability of electronic devices to EMI.Responsibilities :- Read publications on HPM and create an initial set up.- Learn about microwave sources like magnetron, klystron etc- Learn about waveguides and antennas to effectively transmit electromagnetic energy.- Design rectangular waveguides and horn antennas based on the source energy generation.- Develop code in Matlab to get design details of the waveguide and antenna.- Acquire source, rectangular Aluminum pipes (for waveguide) and Aluminum sheets for horn antenna.- Develop code in Matlab to compute the field and generate 3D views of the radiation patterns.- Create a report which includes the design details of the IEMI generator and the vulnerability study done using the IEMI generator.
Neural network pruning using Bayesian inference, interpretable generative models for volumetric data (CT/MRI), Patient-specific cardiac.
Activities and Societies: University TT team. Chief Event Co-ordinator - Avishkar (Technical-Cultural Fest). Captain - College Football.
Activities and Societies: School TT team, House Captain
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Sunil Mathew works for Medical College of Wisconsin.
Sunil Mathew is listed as Neuroscientist at the Medical College of Wisconsin at Medical College of Wisconsin.
Sunil Mathew is based in Milwaukee, Wisconsin, United States while working with Medical College of Wisconsin.
Sunil Mathew has worked for Medical College Of Wisconsin, Apn Health, Marquette University, Neosoft, Llc, and Triassic Solutions Pvt Limited.
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Sunil Mathew holds Doctor Of Philosophy (Phd), Computational Mathematical And Statistical Sciences from Marquette University.
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