avijay24

AerialObjectDetection_FasterRCNN_YOLOv5_on_DOTA

Successfully optimized deep learning models to detect 15 distinct objects through implementation of image tiling and innovative Strategic Aerial Homogenization for Inference (SAHI) approach to improve mean average precision by 36%

AnalysisofAmericanAirlinesusingTableau

Performance Analysis of American Airlines as compared to its potential competitors like Delta Airlines using Tableau

avijay24.github.io

Bike-Rental-Demand-Forecasting-using-AWS-SageMaker

Conducted thorough statistical data analysis to identify key factors affecting bike rentals by implementing & deploying an XGBoost model, sourced from AWS Elastic Container Registry.

Customer-Churn-Predictions-Using-Classification-Analysis

Customer Churn Predictions Using Classification Analysis

ERFastTrack_HeartAttack

Predictive Analysis on the ERFastTrack data to predict whether based on the symptoms the patient is going to get a heart attack.

ExecutivePerformance-Dashboard-using-Power-BI

IKEAPricePredictionAnalysis

IKEA Product Analysis and Price Prediction Using Linear Regression

Movie-Recommender-Web-Application-using-Streamlit

Created a Movie Recommendation Web Application using Streamlit and TMDB data

MyUrgentApp

Created 'Urgent' Mobile Application based on the ERTrack.net data

NgramModelfromScratch

Implemented a collection of Ngram language models on brown corpus from scratch

PredictingOnlineNewsPopularity

Using Machine Learning Algorithms, created a model for predicting the popularity of an online news article on Mashable with 79% accuracy along with forecasting a profitability of $1,182,400 using the cost matrix for model

PredictiveAnalysisforLendingClub

Predictive Analysis of Lending Clubs loans to predict whether a loan may default or not using R

SentimentAnalysisonYelpReviews

Sentiment Analysis on Yelp Restaurants Reviews using R

WSD_from_scratch

Implemented a dictionary-based Word Sense Disambiguation(WSD) system that disambiguates the sense by comparing the definitions of the target word to the definitions of relevant words in the context. (Simple Lesk and Corpus Lesk)