Student, Developer, Guitarist +
NBA Hall of Famer
About Me
Love software development, robotics and machine learning
I'm currently an SWE intern @ KangaSys
When I ain't clicking the keyboard, you can find me playing the guitar, shooting hoops or watching movies...
Key skills :
Kangasys Pty Ltd
> Full stack development (MERN/Flask/.NET) + AWS deployments (Terraform)
Qualitas Technologies Pvt Ltd
> Worked on production grade DL pipelines (PyTorch + Tensorflow) and AI workflow automation systems (MS Semantic Kernel + OpenAI APIs + MERN Stack)
Dept. of ECE
> Was responsible for assisting 5th semester ECE students on implementation of various image processing concepts using Matlab, conducting projects/quizzes and grading students on the same
Summer Intern
> Intra-Warehouse Package Management using Collaborative Robotics: Worked on the integration of state of the art and novel multi agent RL algorithms for autonomous robot manipulation to handle package logistics in a warehouse (package deliveries and order queuing)
Made a music genre classifier via gradient boosting algorithms (XGBoost), interfaced with an controllable LED array, to obtain real time beat visualisation and lighting patterns based on tempo and genre of the song playing. Won the best project title for ML(UE20EC352)
View projectUsed various machine learning models (both regression and classification) to predict optimum filter sizes for image denoising, based on the amount of noise present in the image. Won the best project award for the course Digital Image Processing (UE20EC317)
View projectCreated and deployed an ML based career guidance system, specifically for the ex-military. Used physical and mental performance data (collected during the time of service) to suggest career options after the military tenure of soldiers
View projectImplemented a multi-agent reinforcement learning (MARL) algorithm for task scheduling in a collaborative robotic system, with a focus on package transportation and logistics within warehouses
View projectBuilt a simple Robot which uses image processing to count the number of containers in a storage room using background subtractor algorithms. Real time data is tracked and visualised on the thingspeak IOT cloud
View projectCurrently working on an intelligent federated RL enabled collaborative quadrupedal robot setup for intra warehouse package logistics, as part of my final year project. Hardware prototypes are on the agenda too
View project