Kishan S Athrey

Data Science Computer Vision Machine Learning NLP Deep Learning

Phone: +1-321-***-**** Email: ac7fxl@r.postjobfree.com Website: www.kishanathrey.com Research

Advisor: Dr Mubarak Shah

Visual Crowd Analysis

Adapted and redesigned ResNet, DenseNet and SegNet models for crowd counting, detection and density estimation ECCV 2018 conference - https://arxiv.org/abs/1808.01050 Pedestrian Detection using Thermal and RGB images

Developed a mid-fusion deep learning model using Faster RCNN with ResNet backbone for pedestrian detection Skills

Languages

Python, MATLAB, C++

Frameworks

TensorFlow, Keras, PyTorch

Scikit-Learn, Open CV

Architectures

Convolution networks (CNNs),

Recurrent networks (RNNs), GANs,

VAEs, MobileNets, Binary networks

Projects

Unsupervised Domain Adaptation in Deep Learning

Domain adaptation by joint representation-learning through reconstruction

DeepSiam - Siamese LSTMs for learning sentence semantic similarity

Siamese LSTMs with Word2Vec word embeddings

Action Recognition in Videos

HOG features, PCA and Support Vector Machines

Object Recognition using bag of visual features model SURF features, visual dictionary generation using K-means clustering and train with Random forests

Phishing detection using Machine Learning

Built a machine learning model to detect phishing websites Experience

Graduate Research Assistant

Center for Research in Computer

Vision, UCF

• Guest Lecturer for Advanced

computer vision course, Spring

2017, UCF

Mentor at NSF REU/RET program

• Instructed a short-course on

computer vision and deep

learning to undergrads, high

school students and teachers

• Designed and developed course

materials for Keras & Python

• Mentored an undergrad on “End

to end learning for self-driving

car” project

Technical Reviewer

• Served as the technical reviewer

for an online course on

“Introduction to Data

Analysis with Python” by Packt

publishers

Education

Masters in Computer Science

University of Central Florida Aug 2016 – Aug 2018

Orlando, FL, USA

GPA: 3.89/4.0

Bachelors in Electronics and Communication

BMS College of Engineering Aug 2012 – July 2016

Bangalore, KA, India

GPA: 8.63/10.0

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