Work

Selected work across systems, data, and machine learning.

A portfolio of projects that reflect the hybrid approach behind ROG Consultancies: backend systems, data thinking, and practical product execution.

Emergency Response Support System

Silent Aid

A flagship platform designed to help authorized responders access critical patient information quickly during emergencies. Built with a strong focus on real-world usability for EMTs and hospitals.

QR-based emergency access workflowRole-based access controlStructured emergency event loggingDesigned around real operational use cases

Machine Learning

Road Accident Risk Prediction

A predictive analytics project focused on understanding the factors and patterns associated with road accident risk to support better safety awareness and planning.

Data preprocessing and feature preparationPredictive modeling workflowReal-world safety application

Healthcare ML

Heart Disease Risk Prediction

A healthcare-focused machine learning project built to assess heart disease risk using patient-related variables, demonstrating the use of ML for decision support.

Classification modelingHealthcare-oriented data analysisDecision-support potential

Data Analytics

Employee Attrition Analysis

A data analysis project built to uncover workforce attrition patterns and support better retention decisions through clearer insight into employee trends.

Exploratory data analysisBusiness insight generationRetention-focused interpretation