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IoT and ML to assuage the uncertainty in city bus schedules. Track live running status and avail tentative schedule of buses. Minimal IoT setup with a central ML-driven web-backend.
Code walkthrough, with incremental unit tests, to build a command line task manager application. Boilerplate code written in C for a guided capstone project.
Simulation and performance analysis of 3 benchmark models (Standard U-Net, U-Net with Resnet backbone & U-Net with DeepLabV3+ backbone) for Multiclass Semantic Segmentation of Satellite Images.
A plug-and-play replicable Python Django web-application to centrally manage time and resource slots for event organization. Deployed at a state-level event for resource management.