Navya Singla Email & Phone Number

- Worked on developing Machine Learning Models for Risk survival prediction in patients with acute myocardial infarction.- Utilized, and prepared real world data of patients for analysis and created multiple ensemble models to address the problem.

- Worked on developing a framework to address the challenge of class imbalance in federated learning with attention to computer vision applications.

India

Team: Earth Observation Science, Google Research- Developed qualitative visualisations for image segmentation model and prediction interpretability

Delhi, India

-Led the backend development team, planned and designed new features for the start-up website, and held discussions for enhancing performance.- Effectuated functionalities for Refer and Earn, Password Encryption, and bundle buys for courses with Node.js, MongoDB, AWS,Razorpay, Google Sheets API, and Passport.js.- Analyzed and boosted SEO performance

Team: Flipkart Hello Play- Collaborated with Flipkart Hello play on the backend of 4-player Ludo game- Achieved 4-player matchmaking and incorporated required server-side changes for a4-player game.- Tech stack: golang

Delhi, India

- Developed video conferencing platform under the Microsoft Engage Mentorship program’21.- Successfully incorporated video calling with screen sharing, chatting, collaborative whiteboard, and Real-time collaborative notes.Attained chatting outside the video conference by creating groups. - Tech Stack: Node.js, Express.js, MongoDB, peer.js, Socket.io, HTML, CSS, Bootstrap, JavaScript, EJS

- Planned, designed, and led the front-end development of website.- Analyzed a database of colleges and incorporated varied requirements.

Bachelor'S Degree, Computer Engineering, 9.31 Cgpa

Science, 96.2%