Projects Overview

Product Demand Analysis

In collaboration with Arshan, this project analyzed product demand for over 5.1 billion units across various categories and warehouses. The project identified key demand drivers and optimized inventory strategies based on high-demand products and seasonal trends.

Strategic Recommendations:

1. Seasonal inventory management.

2. Focus on high-demand products.

3. Optimize operations in Warehouse J to improve cost efficiency.

Key Insights:

• Top product contributed 9.2% of total demand.

• Warehouse J handled 3.34 billion units, leading demand across all locations.

Online Retail Data Analysis

Analyzed over 540,000 transactions from an online retail dataset to uncover revenue trends, customer insights, and product performance. The goal was to improve inventory planning and develop targeted marketing strategies.

Strategic Recommendations:

1. Focus on high-value customer retention.

2. Optimize product offerings by prioritizing top-selling items.

3. Align promotions with peak sales periods.

Key Insights:

• UK dominated revenue, followed by Germany, France, and the Netherlands.

• Top 10 customers identified and segmented based on spending for targeted marketing.

Risk Management Framework

Developing robust strategies for effective risk evaluation and management in supply chain operations.

Demand Insights

Analyzing extensive product demand data to uncover valuable insights for better decision-making.

Content Analysis

Comprehensive analysis of Netflix's content distribution trends to enhance strategies and optimize performance.

Netflix Data Analysis

Conducted an in-depth analysis of Netflix’s content distribution, focusing on its global library across key regions like the US, India, and the UK. The project also examined network collaborations and content trends to provide strategic insights.

Strategic Recommendations:

1. Increase investment in TV series to boost engagement.

2. Expand content diversity in non-Western markets.

3. Leverage strong collaborations with key industry figures.

Key Insights:

• The US leads Netflix's library with over 2,000 titles.

• TV shows saw significant growth, increasing from 150 to 720 between 2015 and 2024.

SCMS Delivery History Data Analysis

A detailed analysis of over 10,000 global healthcare deliveries for SCMS, focusing on shipment modes, costs, and regional performance. The objective was to identify cost-saving opportunities and optimize shipment methods.

Strategic Recommendations:

1. Shift to cost-effective shipment methods where feasible.

2. Consolidate shipments to reduce operational costs.

Key Insights:

• Air freight was the fastest but most expensive.

• Sea and truck freight offered cost-effective solutions with longer lead times.

Risk Evaluation and Management in Supply Chain

As part of Shubham’s academic project at Fachhochschule des Mittelstands (FHM), he developed a comprehensive framework for evaluating and managing risks within the supply chain. This project aimed to create a systematic process for measuring, mitigating, and managing risks across various supply chain functions.

Strategic Recommendations:

1. Implement risk mitigation strategies to safeguard supply chain performance.

2. Regularly evaluate supply chain performance considering potential risks.

Key Insights:

• Identified key risks in supply chain management and created a risk evaluation framework.

• Integrated risk assessment with performance evaluation to improve overall supply chain resilience.

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We analyze data to optimize risk and enhance supply chain management.