HI, MY NAME IS REVA
MASTERS GRAD FROM UOFT!
WELCOME TO MY PORTFOLIO!
PROJECTS
MOVIE RECOMMENDATION SYSTEM
LOS ANGELES CRIME DATA ANALYSIS
LOS ANGELES CRIME DATA ANALYSIS
Simple Movie/TV series Recommendation done based on Director, genre, cast, country and release year.
LOS ANGELES CRIME DATA ANALYSIS
LOS ANGELES CRIME DATA ANALYSIS
LOS ANGELES CRIME DATA ANALYSIS
Given over 200k records for the year 2015 - 2017, we decoded the areas where most crimes are likely to occur at a given time.
SEXIEST JOB OF 21ST CENTURY
LOS ANGELES CRIME DATA ANALYSIS
SEXIEST JOB OF 21ST CENTURY
Given over 15k rows & 397 columns, most correlated features are extracted, processed extensively and the top most job is identified.
SALARY PREDICTION
FRAUDULENT TRANSACTION
SEXIEST JOB OF 21ST CENTURY
Predicting the job that has the highest salary using NLP and Neural Nets. PCA is used for dimensionality reduction.
PHISHING ATTACK
FRAUDULENT TRANSACTION
FRAUDULENT TRANSACTION
Running a holiday sale or weekly special? Definitely promote it here to get customers excited about getting a sweet deal.
FRAUDULENT TRANSACTION
FRAUDULENT TRANSACTION
FRAUDULENT TRANSACTION
Processing on heavily imbalanced dataset, removing outliers, PCA and building a classification algorithm on 285k record saving more than $6 billion per year.