I am experienced in leveraging agile frameworks to provide a robust synopsis for high level overviews. Iterative approaches to corporate strategy foster collaborative thinking to further the overall value proposition.
Developed a cross-platform application that automatically collects data of 1000+ people travelling on campus. Filtered the data collected by the application to clear the erroneous data and reduced it to 75%. Developed an optimized algorithm to detect the state of the user without any interaction and integrated it into the application.
Developed Machine Learning Model to detect objects and store data corresponding to the image on a cloud with NoSQL. Integrated the object-detection model in iOS application with swift to detect the object from the videos and label them. Build the scripts to create, manage the cloud resources data in the buckets to automize the hand-coded process.
Designed the machine learning algorithm using python to classify based on the content of the picture in 14 different classes. Integrated the developed model to the android application to detect the images on the smartphone itself. Tested the machine learning model with data found from the devices and increased efficiency to 13% after improving the dataset.
Technical Festival 2017 of Parul university organized every year, I developed a dynamic website through which students can register and pay for the events they want to participate in.
Designed a website called e-magazine for the Computer Science Department to share the articles with the students.
GPA: 3.6
CGPA: 8.89(Out of 10)
An App that detects an object and allows the user to store the corresponding notes with that. Optimized ML models using gradient-based decision tree algorithms to detect the object and create a bounding box.
The project can detect 13 different anomalies occur in live surveillance video. Skills involve in project understanding Deep learning model architecture like C3D model and CNN models, python programming, data handling & analysis, and model optimization. In addition, the trained model later integrated with a surveillance video monitoring application.
An Offline android app that classifies images based on the content they have. Improved recommendation results by 7% with classifying the images based on the different 14 classes. Removed the server dependency to improve secure the data and classify them on the device itself.
Android app with the real-time movement of the city buses that will help the user to track the delays of the city bus. It tracks the GPS of the buses from the endpoint of the Bus services and then parses the data and updates the application every second.
An android application developed in a 36 hour Hackathon which helps the users to track each other in realtime and help them to coordinate each other with special features for emergency and communication using real-time location sharing in personal and group.
Web app to share the links on any platform without any authentication, with ajax and object-oriented concepts. Increased the link-sharing ability to share it from any platform and used to store link from any browser.
An e-Magazine platform developed for the members of computer science department to showcase the articles written by the students and staff of the computer science department, Parul University.
Android application connected with Bluetooth and Arduino to control the devices and also provide the automation to control devices automatically.
Website for technical festival of the university and implemented payment gateway for registration in the event.
Apart from being a developer, I enjoy most of my time hanging out with my friends. I love to play badminton. And as I am in Long Beach, I enjoy spending time in exploring new places.
When forced indoors, I follow a number of sci-fi and fantasy genre movies, I am an aspiring chef, and I spend a large amount of my free time exploring the latest technology advancements in the Machine Learning.