I am a first year PhD Student at University of Nebraska-Lincoln.I have graduated as a Electronics and Communication Engineer from India. I work as a Graduate Teaching Assistant in the School of Computing. I am a part of TransSafeAI research group led by my advisor Dr. Dung Tran at the Nimbus Lab in the Deptartment of Computer Science. My research interest include Verification and Safety Monitoring of Cyber Physical Systems, Computer Vision, Deep Learning and Machine Intelligence. When I am not at the lab, you can find me binge watching The Office or workingout at the gym or watching soccer.
Check my ResumeDeveloped a clustering mechanism using K-means Algorithm which identifies hotspots regions for different building objects such as walls and windows in thermal Images.The objects were clustered based on their color patterns and selecting hotspot using pixel temperatures.The clustering results were further compared with a threshold-based approach, K-means found similar hotspots temperatures with higher hotspot density.
Created a Machine Learning models that will shows different patterns of suicides that have happened in India in the last decade. Machine learning models like Regression, Naive Bayes and were used to produce such and were used to provide predictions of the number of deaths that can occur for different categories of Social, Professional, and Educational groups.
These below are my projects that I have built over my course of learning web development.
Produced predictions of infected mushrooms using different classifiers namely Random Forest Classifier Logistics Regression and SVM using Scikit-Learn library. The application lets the user change hyper-parameters for each model. Used streamlit library to design a webpage and host the training and testing results in a locally hosted webpage.
Github Repo
A web based weather application created using Html, CSS, JavaScript with Node and Express Framework. The app tells the latest weather details for the searched cities. Open Weather Api was used for recieving the details of the weather.
Github Repo Website Link
Designed a Technology related blogging site using a Python Web framework Django and PostgreSQL as a database service. Designed an interface for users to join, create and edit content in the form of blogs. Currently developing updated future versions to include the ability to follow different tags and using paid web hosting services.
Created a Command Line-based banking system that lets users create accounts to deposit withdrawal and check balance. Services like money transfer let users send money to other accounts and users. MySQL database was used as a database service. Future versions with a Graphical User Interface and more password protection techniques.
Github Repo
A very simple site about HTML and CSS.
Github Repo
Book list app made with HTML and vanilla JS.
Github Repo