PROJECTS
A curated portfolio of strategic initiatives focused on financial controlling, digital transformation, and process optimization. From capital infrastructure modeling at BOSCH to global automotive market analysis, these projects demonstrate my ability to translate complex data into actionable business value.
Python
Machine Learning
Exploratory Data Analysis
Predictive Modeling
Data Visualization
Salifort Motors: Predictive Modeling for Employee Retention using Python
A comprehensive data science initiative analyzing 15,000 employee records to identify the core drivers of attrition and deploying a Random Forest machine learning model to forecast turnover with 96% accuracy.
Read More
Python
Machine Learning
Exploratory Data Analysis
Predictive Modeling
Data Visualization
Salifort Motors: Predictive Modeling for Employee Retention using Python
A comprehensive data science initiative analyzing 15,000 employee records to identify the core drivers of attrition and deploying a Random Forest machine learning model to forecast turnover with 96% accuracy.
Read More
Strategic Financial Modeling
Cost Control & Variance Analysis
Performance ROI Analysis
Data-Driven Scenario Planning
Regulatory Impact Forecasting
The Cost of Winning: A Variance Analysis of F1 Team Spending (Personal Project)
A comprehensive financial analysis of the correlation between F1 team expenditure and on-track performance, designed to simulate the strategic challenges of the FIA Cost Cap.
Read More
Strategic Financial Modeling
Cost Control & Variance Analysis
Performance ROI Analysis
Data-Driven Scenario Planning
Regulatory Impact Forecasting
The Cost of Winning: A Variance Analysis of F1 Team Spending (Personal Project)
A comprehensive financial analysis of the correlation between F1 team expenditure and on-track performance, designed to simulate the strategic challenges of the FIA Cost Cap.
Read More
Strategic Market Analysis
Competitor Benchmarking
Financial Performance Evaluation
Brand Positioning Strategy
Data Synthesis & Reporting
Strategic Comparative Analysis of Global Luxury Automotive Giants
My MBA CAPSTONE Project at MIT-World Peace University. Research report has been prepared as a part of the academic requirement for the Master of Business Administration (MBA-IB) program for the academic year 2024–2025.
Read More
Strategic Market Analysis
Competitor Benchmarking
Financial Performance Evaluation
Brand Positioning Strategy
Data Synthesis & Reporting
Strategic Comparative Analysis of Global Luxury Automotive Giants
My MBA CAPSTONE Project at MIT-World Peace University. Research report has been prepared as a part of the academic requirement for the Master of Business Administration (MBA-IB) program for the academic year 2024–2025.
Read More
CapEx Forecasting & Financial Modeling
Logistics Workstream Management
Executive Stakeholder Reporting
Infrastructure Project Planning
Cross-Functional Coordination
BOSCH Docking Station Redevelopment Project
Cost Controlling & Logistics workstream for a capital infrastructure project, utilizing financial modeling to forecast spend and create comprehensive status report.
Read More
CapEx Forecasting & Financial Modeling
Logistics Workstream Management
Executive Stakeholder Reporting
Infrastructure Project Planning
Cross-Functional Coordination
BOSCH Docking Station Redevelopment Project
Cost Controlling & Logistics workstream for a capital infrastructure project, utilizing financial modeling to forecast spend and create comprehensive status report.
Read More
Material Flow Analysis (MIFA)
RFID & Process Automation
KPI Dashboarding (Power BI)
Supply Chain Route Optimization
Digital Transformation Strategy
Digitizing Internal Logistics: A Milkrun Tracking System (MTMS) Project for BOSCH
The core challenge was the inefficient, manual tracking of internal material transfers. This led to a critical lack of data accuracy, making reliable time adherence monitoring impossible and hindering overall operational efficiency.
Read More
Material Flow Analysis (MIFA)
RFID & Process Automation
KPI Dashboarding (Power BI)
Supply Chain Route Optimization
Digital Transformation Strategy
Digitizing Internal Logistics: A Milkrun Tracking System (MTMS) Project for BOSCH
The core challenge was the inefficient, manual tracking of internal material transfers. This led to a critical lack of data accuracy, making reliable time adherence monitoring impossible and hindering overall operational efficiency.
Read More