I am a software developer and machine learning enthusiast. I am currently at The University of Texas at Dallas working towards my Masters degree in Computer Science graduating in May 2020. I am open to new and exciting career opportunities.
Successfully delivered a trend decomposition system using Facebook Prophet to production with 5.36% mean error. Deployed a React.js web dashboard for viewing the results with backend scripting in Node.js. Skills Utilized - Python, Spark, Facebook Prophet, Scikit-learn, Databricks, React.js, Node.js.May 2019 - August 2019
Designed and developed an image classifier for loop-closure detection for Visual SLAM in an autonomous vehicle setting. Ideated and implemented a new system to make datasets hosted on web servers and a REST API to access them while training thus enabling dataset modifications after release. Skills Utilized - Python, PyTorch, urllib.Sept. 2018 - May 2019
Designed a computer vision based system for Traffic SurveillanceMar. 2018 - Jun. 2018
Conducted research on impacts of cognitive data on facial expression recognition by deep learning classifiers. Resulted in publications at ICCV, CVPR. Skills Utilized - Python, Tensorflow, PyTorch, NVIDIA DIGITS.May. 2017 - Jun. 2018
This project proposes a new method to detect intersections in real time along with training a classifier from Google StreetView Images.