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ETL and Data Analysis of Movies
Clear analysis. Insights like this are most useful when they directly support better decision-making.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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Developed an end-to-end Customer Churn Analysis project to identify customers who are likely to leave a company. The project combines SQL, Python, Pandas, and exploratory data analysis (EDA) to uncover business insights that can help improve customer retention and reduce churn.
Every time an employee manually copies data from one system to another, your business loses time.
It might only take a few minutes.
But multiply that by dozens of tasks every day, every week, and every month.
Before long, your team is spending more time on repetitive work than on growing the business.
The biggest cost isn't the time, it's the mistakes that happen along the way.
The Solution
I'd build an automation platform that connects the tools your business already uses.
Imagine a workflow where:
✅ New customer enquiries are captured automatically
✅ Invoices are generated without manual input
✅ Team members receive tasks instantly
✅ Customers get real-time updates
✅ Reports are created automatically
✅ Every process is tracked from one dashboard
Automation isn't about replacing people.
It's about removing repetitive work so your team can focus on solving problems, serving customers, and driving growth.
If you could automate one repetitive task in your business today, what would it be?
@BusinessAutomation @WorkflowAutomation #@DigitalTransformation @CustomSoftware @FullStackDevelopment @ProductDesign @AI @SaaS @BuildInPublic @Contra
Finance Dashboard | Cash Flow & Profit Analysis
Project Overview
A comprehensive financial analytics dashboard built in Power BI to track cash flow, revenue generation, net profitability, and cost distribution. It provides decision-makers with clear visibility into corporate financial health and expense drivers.
Key Highlights & Features
Executive Summary (KPIs): High-level metrics tracking Total Revenue ($3.8M), Total Expenses ($2.1M), Net Profit ($1.7M), and Net Cash Flow ($890K) with year-over-year (YoY) comparison.
Monthly Revenue vs. Expense: Visual comparison of monthly income against operational expenditures to monitor cash dynamic stability.
Profit Margin (%) Trend: Tracks percentage margin fluctuations over time (averaging between 41% to 44%).
Expense Breakdown & Top Costs: Detailed table and chart categorizing operational expenses—highlighting Salaries ($800K | 38.1%), Marketing ($420K | 20.0%), and Rent ($300K | 14.3%).
Cash Flow Trend: Continuous monitoring of net liquidity movement across the months.
Tools & Technologies
Power BI (Financial Modeling & DAX)
Financial Analytics & Cash Flow Management
Data Visualization & Reporting
