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I enjoy training ML algorithms and deep neural nets

Kabati's Projects

autograd icon autograd

AutoGrad: A Learning Tool for Automatic Differentiation.This project features two autograd engines that follow patterns from Andrej Karpathy's micrograd: A minimal scalar-valued engine that provides a clear understanding of basic neural network operations. An optimized tensor engine that demonstrates improved performance techniques.

clothingdetection icon clothingdetection

This repository contains a maskRCNN implementation for clothing detection on Imaterialist dataset.

credit-card-customer-market-segmentation icon credit-card-customer-market-segmentation

In this project, the objective is to segment a portfolio of credit card users according to usage characteristics. Customer segmentation is then used by marketing department to tailor products and services specific to these customer segments.

driver-drowsiness-detection-in-cars icon driver-drowsiness-detection-in-cars

Drowsiness detection is a safety technology that can prevent accidents that are caused by drivers who fall asleep while driving. The objective of this project was to build a drowsiness detection system that would monitor the state of a person's eyes and then issue an alert if drowsiness is detected.

ds-algorithms icon ds-algorithms

This is my Data Structures and Algorithms playground! Everything here is implemented in C++ or C. Feel free to explore and use it for your own benefit. If you find it helpful, please leave a star ★ 😊.

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