Machine Learning and Data Analytics
Self-Driving Car
A Robot Operating System (ROS) supported Gazebo simluation of a self-driving car powered by a CNN.
Check It OutHandwritten number classification
Compared the performances of SGD, AdaGrad and RMSProp optimizers on a LeNet-5 network using MNIST data.
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Sports Analytics
Predicting pass and run plays for the 2021 NFL season using 6 classification algorithms including Neural networks, Random Forests etc.
Check It OutOOP and Algorithms
Convex Hulls Detection
Researched convex hull computing algorithms and their subsequent use in collision detection in self-driving cars.
Check the report hereCheck the github repo
Account Portfolio Manager
A C++ system to manage dynamically 2 accounts : a savings account and a stock portfolio based on trading of stocks as well as normal banking activities (deposits and withdrawals).
Check It OutWeb Development
HERE Deck.gl visual environment
Created a web-based 3D visualization of maps for the HERE Highly automated driving division. Used Ubers graphic library deck.gl for my senior year internship
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Personal Health monitoring web-app
Used blockchain technology to host a health parameter monitoring system. Used MongoDB, JavaScript, PHP and hosted the web-app on Heroku.
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SQL server for Instacart Database
Used AWS RDS and Amazon Redshift to create databases and setup a web-app to squery them and display results. Used EC2 to host that web server
UXD
RU-Informed App UX Design
Conducted user-research, prototyping and user-testing for an app that will help students return to campus post COVID-19 pandemic.
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