Academic and Personal projects
Predictive Analysis of Diabetic Health Indicators
Predictive Analysis of Diabetic Health Indicators
Predictive Analysis of Diabetic Health Indicators
Evaluated several factors to determine the risk of diabetes in patients, based on a survey of 70,000+ participants
Employee Attrition Predict
Predictive Analysis of Diabetic Health Indicators
Predictive Analysis of Diabetic Health Indicators
Performed quantitative analysis on a survey of 15,000 employees to determine the key factors responsible for employee attrition, implemented several machine learning models to predict the same
Cervical Cancer Risk Factor Analysis
Predictive Analysis of Diabetic Health Indicators
Cervical Cancer Risk Factor Analysis
Conducted comprehensive quantitative and statistics analysis, including in-depth exploratory data analysis and data visualization in R, to examine cervical cancer risk factors, uncovering correlations among 12 predictors
Garage Sale
Automatic Number Plate Recognition
Cervical Cancer Risk Factor Analysis
Designed a conceptual and relational database model for an online thrift store, Garage Sale. Created a python pipeline to access the database created in MySQL and perform analytics
Automatic Number Plate Recognition
Automatic Number Plate Recognition
Automatic Number Plate Recognition
Devised an efficient security system by building a pipeline that detects numberplates and identifies the registered owners, implementing ai models like YOLO V4 and PyTesseract for real-time detection of numberplates
Pedestrian Anomaly Detection
Automatic Number Plate Recognition
Automatic Number Plate Recognition
Developed a solution using Anomaly Detector to identify unusual behavior in public in real-time using Convoluted Neural Networks (CNN) model Autoencoders and fine tuning it to achieve an accuracy of 72%
FairLens Credit AI
FairLens Credit AI
FairLens Credit AI
