Manish Bhattarai, Phd Email & Phone Number

Albuquerque, Nm, Us

Los Alamos, New Mexico, United States

Los Alamos, New Mexico, United States

Los Alamos, New Mexico

Los Alamos

I worked on deep learning techniques for scientific image analysis.

Albuquerque, New Mexico Area

1) Classification of various objects of interest in RGB and Infrared Datasets using transfer learning incutting edge models including Inception, VGG16, Resnet.2) Object detection and tracking using RGB and Infrared Datasets for Fire-Fighting Applications withRegion Proposal based frameworks such as RCNN, FRCNN, YOLO and SSD.3) Use of GANs for synthesis of images for data augmentation in infrared datasets with RGB equivalence of similar dataset.4) Action Recognition in RGB Video datasets: feature extraction based on optical flow and SIFT flow features followed by ensemble classification with Random Forests, KNN and ANN Vs CNN / AutoEncoder/RBM based feature extraction followed by Deep ANN Classifier.5) Implementing AI based search techniques to aid firefighters in finding optimal paths to reach objectives(ie. victims) in real-time. Scene modeling utilizes cost function algorithms associated with it.

Albuquerque, New Mexico Area

“Algorithm for Computational Imaging on a Real-Time Hardware”: Robust image compression andreconstruction techniques based on compressed sensing algorithms where a preconditioning of image data is embedded with sensing matrix to minimize the noisy projections

Electrical Engineering Department, University Of New Mexico

Worked as Teaching Assistant for a graduate level course - Neural Networks for Fall term and undergraduate courses Probability Theory and Control systems for spring and summer terms respectively .

Kathmandu

Non-profit company working to improve the lives and economy of Kathmadu and greater Nepal by developing the technical skills of its citizens. We worked to improve access to information for patients in local hospitals through automation of the hospital's systems. A visual signage system advertised Information related to topics like doctor availability, resources currently available, and preventative measures surrounding current illnesses being experienced by the region. A similar automated system was created for the public transportation system to improve access to transport for the community. We also worked with high schools and universities to educate students to the broad field of computer science and the scope of its applicability to a variety of fields in the hopes of encouraging students to enter into the field and help to further the regions technical assets .

Doctor Of Philosophy - Phd, Electrical And Computer Engineering, 3.99/4

Activities and Societies: Deep Learning(DL), Computer Vision, Machine Learning(ML), Artificial Intelligence(AI), Convolutional Neural.

Master'S Degree, Signal Processing, 3.9

Activities and Societies: Signal Processing, CHTM, Spectral SensingWorked on Thesis titled "Algorithm for Computational Imaging.

Bachelor'S Degree, Electronics And Communication

Activities and Societies: Technical Club, Delivering workshops, seminars and talks on Latest trends in Electronics

+2, Science

Activities and Societies: Science Exhibition, Practical demonstrations