nishantt007 Goto Github PK

followers: 2.0 following: 3.0 repos: 18.0 gists: 0.0

Name: Nishant Singh

Type: User

Company: Sardar Vallabhbhai National Institute of Technology, Surat

Bio: NIT Surat | CSE minors | EE majors | Deep Learning enthusiast

Location: Surat, India

👋 Hey, I'm Nishant Kumar Singh, a final year undergraduate at NIT Surat, India.

🌱 I'm curious about developing Computer Vision and NLP models.

🔭 I'm currently working as a project-intern at Purdue University in a remote manner.

📫 Reach me at: [email protected] and LinkedIn

⚡Fun fact:

Nishant Singh's Projects

bayesian-prompt-learning

[ICCV 2023] Bayesian Prompt Learning for Image-Language Model Generalization

california_housing_dl

A Deep Learning model for California housing dataset using Functional API with Wide & Deep neural network architecture along with ModelCheckpoint and EarlyStopping callbacks.

This Machine Learning model deals with Exploratory Data Analysis (EDA) for the prediction of housing prices in California. Custom transformation is performed for explicit cleaning of the data and feature extractions. Different regressor models are applied and evaluated using cross-validation scores, and are fine-tuned using Grid Search.

clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

command-do

This is a Python based voice assisstant built using Microsoft Sapi5 which performs tasks when active. It can respond to queries using Google Search, Wikipedia, Stackoverflow and YouTube, and can perform tasks of opening coding IDE, telling time, writing and sending e-mails.

cris.pytorch

An official PyTorch implementation of the CRIS paper

ds-assignemnt-1

this is my first DS assignment on COursera

fashion_mnist_recognition

Sequential CNN model build for recognising the clothing object from the given black and white dataset

ikigai_housing

This is a combined project of python libraries and no-code tools from the ikigai platform to predict the target price for different houses in the Bangalore city, India.

imdb_sentiment_analysis

NLP model decodes IMDb reviews from numbers to text, and uses embedding and GRU layers with binary cross-entropy to determine the sentiment behind the review

mnist_hand_digit_recognition

This is a detailed Machine Learning model comprising of different techniques which learn to recognize hand written digits. The performance for all the techniques are evaluated and compared using different metrics.

networking_tic-tac-toe

This is a Computer Networking based client-server tic-tac-toe game which uses sockets and ports. The game displays 3X3 grid with labels at both ends, and can be played from remote locations. After the final result, the host has the privilege to ask for a rematch which the client may or may not accept.