Sourav Kumar

Retinal_blindness_detection_Pytorch. AI-driven initiative to assist hospitals and rural clinics in early detection of Diabetic Retinopathy, supporting accessible eye care for all through open healthcare innovation.

100dayscodingchallenge. This repo is for practicing competitive coding problems and interview problems for FAANG. #100DaysOfCode is a motivational challenge for anyone who is willing to learn to code. This is way to make their lives more better.

NeuralNets-Pure-Python. Nice place to start seeing matrices shapes ! Great place for beginners to understand neural networks computation

Federatedencryption-showcase. The project showcasing federated learning of model and testing on encrypted data and model

Projects-kaggle-problems-60daysofudacity. Repo for solving Projects and kaggle dataset problems #60daysofudacity #secureandprivateaischolarship #udacityfacebookscholar

Object-Detection-MobileNet-cv. Real time Object detection: object detection system to enhance pedestrian safety and assist visually impaired individuals in navigating urban environments through real-time obstacle detection and alerts.

FLOWER-CLASSIFIER-WEBAPP. This is a repository built during Pytorch Facebook course on Udacity Phase - I

Neuralstyletransfer-showcase. This is a social volunteering project for Leveraging generative AI to craft climate-conscious designs, turning digital innovation into real-world educational impact.

data_structures_algorithms. This is a code repository written during UCS406 COURSE (2019 JAN - MAY)

60days-of-udacity. Repo including all the daily updates of #60daysofudacity Udacity Challenge

AUTOMATE-DATA-PIPELINE. Script automation for Dataset Collection and Building with Tkinter GUI.

handle-missing-values. Python package for Handling missing values

SmogDetection. proactive early-warning system that integrates deep learning with existing traffic camera networks. By continuously feeding live images into the classifier, the system detects hazardous smog levels. This output can be used to instantly alert human drivers allowing them to automatically adjust before encountering the hazard.

Dog-Breed-Classifier-App. This repo includes complete end to end algorithm for dog breed classification mechanism using deep learning.

MicrosoftBing-search-query-prediction. Project is a Natural Language Processing (NLP) and Machine Learning initiative designed to analyze global public sentiment and intent during the COVID-19 pandemic. By processing millions of Bing search queries, the system visualizes the core concerns of citizens (e.g., vaccine rumors, food shortages, mental health).

JPMorgan-chase-Virtual-Internship-Tour-2020. This repo contains task deliverables info along with reports of virtual internship tour at JPMorgan Chase.

souravs17031999.github.io. My Online Portfolio

102-FLOWER-IMAGE-CLASSIFIER-UDACITY-PYTORCH. This is a repository built during Pytorch Facebook course on Udacity Phase - I

Zoo-Animal-Classification. Jupyter Notebook

Project-Bike-Sharing-Prediction. Repo for project - Predicting bike sharing patterns using neural networks

pytorch-udacity. This is a repository for my progress on pytorch scholarship course on udacity.

ROCK-PAPER-SCISSOR. Practice Web dev by building game of ROCK PAPER SCISSOR using HTML, CSS, JavaScript

cron-scheduler-amazon-api. Python

cancer-prediction-machine-learning. Jupyter Notebook

CIFAR10-CLASSIFICATION-PROBLEM-TRANSFER-LEARNING. Repo for classification problem for CIFAR-10 dataset

flightx. to make space travel possible

Youtube_data_download_automate. Jupyter Notebook

topsis-python. Python package for Topsis Algorithm

MNIST-CLASSIFICATION-PROBLEM. Jupyter Notebook

outlier-python. Python package for Outlier Removal Algorithm using z_score or iqr.

FASHION-MNIST-CLASSIFICATION-PROBLEM. Repo for Classification problem for FASHION-MNIST dataset

UdacityOpenSource. A repository to keep all open sources projects that created by individuals or study groups.

CineMonster. Telegram Bot Quiz About Series and Movies