Federated Learning based Base Station selection using LiDAR
Intelligently picking the optimal telecommunication station for autonomous vehicles operating in a 5G mmWave scenario
Forest Fire Tracker
Real time end to end distributed forest fire tracker, built using Unity, Kafka, Redis and Dask
ITU AI/ML Challenge 2021(Ranked 2nd)
Developed an curiosity based reinforcement learning model for beam selection and user scheduling in a virtual wireless 5G environment
Object detection and tracking using YOLO and Kalman Filter
Developed an YOLO based object detector to track multiple balls with the help of Kalman Filter
Bert-Stack
Evaluated various BERT-based multimodal architectures on visual question answering tasks sourced from StackExchange sites like Android StackExchange, SuperUser, and more
Hadoop N-gram
Evaluated n-gram probablity on a text corpus using Hadoop and MapReduce