Portfolio Showcase

My Projects

Innovative solutions at the intersection of healthcare, data analytics, and artificial intelligence

Featured Project

Happiness Analytics Dashboard

A comprehensive employee wellbeing analytics platform that provides real-time insights into workplace happiness, satisfaction metrics, and organizational health across departments and teams.

PythonPandasNumPyJupyterNotebookMathplotlibExcelReactTypeScriptNext.jsClaude AIPerplexity AIModel Context Protocol
Global Life Expectancy Analytics Dashboard
Healthcare AnalyticsLive Demo Available

Global Life Expectancy Analytics Dashboard

WHO Health Data Analysis & Visualization Platform

Comprehensive life expectancy analysis platform using WHO Global Health Observatory data, examining socioeconomic factors, healthcare indicators, and demographic trends across 193 countries over 15 years (2000-2015).

193
countries
15+
years
22
factors
Key Features
Multi-country life expectancy trend analysis
Socioeconomic factor correlation studies
Healthcare indicator impact assessment
Regional comparison dashboards
Predictive modeling for health outcomes
Technologies Used
PostgreSQLTableauExcelChatGPTClaude AIPerplexity
World Happiness Analytics Dashboard
Data AnalyticsLive Demo Available

World Happiness Analytics Dashboard

Global Well-being Data Analysis & Visualization Platform

Comprehensive happiness analytics platform analyzing 5 years of World Happiness Report data (2015-2019) across 156 countries, examining socioeconomic factors, regional trends, and policy implications for global well-being.

156
countries
5
years
6 Key
factors
Key Features
Global happiness trend analysis
Regional comparison dashboards
Factor correlation studies
Country progress tracking
Policy recommendation framework
Technologies Used
PythonPandasNumPyJupyterNotebookMathplotlibExcelReactTypeScriptNext.jsClaude AIPerplexity AIModel Context Protocol
Heart Disease Prediction Dashboard
Healthcare ML & AnalyticsLive Demo Available

Heart Disease Prediction Dashboard

Machine Learning & Interactive Analytics Platform

Comprehensive heart disease prediction system using Kaggle's Heart Disease UCI dataset. Features ML model comparison, interactive Tableau dashboard, and clinical decision support tools with 87.7% Random Forest accuracy.

87.7%
accuracy
89.1%
precision
84.6%
recall
Key Features
Complete ML pipeline: EDA → Feature Engineering → Model Training → Validation
5 Algorithm comparison: Random Forest (87.7%), Logistic Regression, SVM, Decision Tree, KNN
Interactive Tableau dashboard with 8+ clinical visualizations
Feature importance analysis using SHAP values and permutation importance
Comprehensive model evaluation: Confusion Matrix, ROC-AUC (0.93), Precision-Recall curves
Statistical significance testing and correlation analysis of clinical features
Cross-validation with hyperparameter tuning using GridSearchCV
Clinical decision support with probability thresholds and risk categorization
Technologies Used
PythonScikit-learnPandasNumPyTableauJupyterSeabornMatplotlibSHAPStatistical Analysis
Wheelchair Inventory Optimization System
Healthcare OperationsProject Proposal - VCH

Wheelchair Inventory Optimization System

Cerner Integration & Data-Driven Healthcare Management

Proposed integration system for wheelchair inventory management at Vancouver General Hospital, designed to integrate with Cerner EHR for data-driven decision-making and streamlined maintenance processes.

3 Sites
hospitals
200+
patients
Proposed
efficiency
Key Features
Cerner EHR integration proposal
Inventory tracking optimization
Maintenance scheduling automation
Data-driven decision making
Multi-site coordination system
Technologies Used
SQLPythonTableauCerner IntegrationExcelData AnalysisProcess Optimization
Hospital Spending Analytics Dashboard
Healthcare AnalyticsLive Demo Available

Hospital Spending Analytics Dashboard

Canadian Healthcare Expenditure Analysis & Insights

Comprehensive hospital spending analysis platform using Canadian MIS Database data, examining healthcare expenditure patterns, regional distributions, and cost trends across provinces (2005-2023).

11
provinces
18+
years
7
categories
Key Features
Multi-provincial spending trend analysis
Expense category breakdown and evolution
Compensation vs operational cost analysis
Year-over-year growth tracking
Regional comparison dashboards
Technologies Used
PythonJupyter NotebookPandasMathplotlibReactTypeScriptRechartsExcelData AnalysisHealthcare Data
National Health Expenditure Dashboard
Healthcare Policy AnalyticsLive Demo Available

National Health Expenditure Dashboard

Canadian Health Spending Trends & Policy Analysis

Interactive national health expenditure platform analyzing Canadian health spending from 1975-2022, examining total expenditure, per capita costs, GDP percentage, and sector distribution for policy insights.

48
years
27x
growth
4
sectors
Key Features
48-year historical spending analysis
Per capita expenditure tracking
GDP percentage trend analysis
Public vs private sector breakdown
Multi-metric comparison dashboard
Technologies Used
PythonMatplotlibJupyter NotebookExcel

Technical Expertise

Leveraging cutting-edge technologies to solve complex healthcare challenges

Data Analysis

Statistical analysis, data visualization, and insights generation

PythonSQLRggplot2dplyrTableauExcel

Data Engineering

ETL pipelines, data warehousing, and real-time processing

SQLPythonApache Spark

Machine Learning

Predictive modeling, NLP, and computer vision solutions

TensorFlowPyTorchScikit-learn

Full Stack Development

End-to-end application development and deployment

ReactNode.jsAWS

Let's Build Something Amazing

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