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I'm passionate about Deep Learning, particularly at the intersection of Language and Vision. I love exploring and implementing new research ideas in this field.
TumorNet-GradCAM
September 21, 2023 – September 21, 2023
This repository explores the fascinating world of brain tumor classification using cutting-edge Convolutional Neural Networks (CNNs) and eXplainable Artificial Intelligence (XAI) techniques.
View ProjectCCA-Assignment
August 31, 2023 – October 5, 2023
This repository contains my solutions and assignments for the Cloud Computing course.
View ProjectEmoji-Prediction
August 8, 2023 – August 9, 2023
BERT, a well-liked pretrained language model, was utilised to offer a transformer-based strategy for emoji prediction. Additionally, BERT was refined using a sizable corpus of text (tweets) that had both text (tweets) and emojis in order to predict the ideal emoji for a particular text.
View ProjectQuantum-Cryptography
August 5, 2023 – January 6, 2024
Quantum-Cryptography — GitHub repository
View ProjectSkin-Cancer-Lesion-Segmentation
August 4, 2023 – Present
Automatic Skin Lesion Segmentation using SegNet, a Deep Learning architecture with certain extra requirements. Keeping the pre- and post-processing of the photos to a minimum is the secondary goal. The dermoscopic pictures in the PH2 dataset, which are part of the limited amount of images used to train the proposed model, were manually segmented.
View ProjectETH-Price-Prediction
July 15, 2023 – January 28, 2024
This project seeks to predict the price of ETH based on historical ETH prices and Ethereum blockchain data such as gas usage.
View ProjectNetflix_Movies_and_TV-Shows
June 30, 2023 – June 30, 2023
Netflix_Movies_and_TV-Shows — GitHub repository
View ProjectBrain_Tumor_Detection
June 29, 2023 – June 29, 2023
Brain_Tumor_Detection — GitHub repository
View ProjectStock_Price_Prediction
March 28, 2023 – Present
In this project two models are build a Multivariate CNN-LSTM model using keras and tensorflow, ARIMA model, and FbProphet. In multivariate CNN-LSTM five feature are given as a input to the model and output as Closing price. Forecasted for the next 30 days. the dataset has been collected from Yahoo finance.
View ProjectCultural Fit Analysis
The candidate's projects are exclusively personal, which indicates self-motivation and initiative. However, the lack of team-based projects or professional experience makes it difficult to assess cultural fit, collaboration skills, or adaptability within a team environment. The projects are diverse within the Data Science field, showing broad interest.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's project descriptions are brief, limiting insight into problem-solving approaches, collaboration, or communication style.