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I developed a professional Python automation tool designed to streamline financial data processing. By leveraging the Pandas library, this system can handle complex datasets perform automated revenue grouping, and generate real-time business summaries. This project showcases my ability to create efficient, error-free backend solutions that save time and improve data accuracy for businesses.
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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I built a system that writes, images, and schedules my LinkedIn + Contra posts every day automatically.
Here's exactly how it works:
Every morning at 8am it:
→ Searches the web for what's trending in AI and automation (Tavily)
→ Picks the best topic based on my past posts (no duplicates)
→ Researches it with a live deep-dive
→ Drafts two versions — one for LinkedIn, one for Contra — using Claude Sonnet 4.6
→ Generates a branded image card
→ Emails me a preview to review
→ Posts automatically once I approve
Total running cost: $1.57/month
The stack I used:
n8n (self-hosted workflow engine)
Claude Sonnet 4.6 — post drafting and rewriting
Tavily API — real-time trend research
Google Sheets — content calendar, idea bank, post log
HCTI — branded image cards
Kie AI — AI-generated visuals
Gmail OAuth2 — daily preview emails
The whole thing runs on Docker on my local machine. Zero monthly SaaS fees. I still review every post before it goes live — the system handles the research, writing, and scheduling.
If you're a founder or business spending hours on content every week, this is the kind of automation I build.
DM me if you want one for your brand.
Wow! This is incredible
AI Is Not Replacing People — It Is Removing Repetitive Work
AI is useful when it solves real business problems.
Not when it is added just because it sounds trendy.
For many teams, the biggest waste is repetitive work: reading emails, updating spreadsheets, copying data between tools, answering the same questions, or searching through documents.
This is where AI automation helps.
A smart AI workflow can summarize requests, extract data, update CRMs, answer internal questions, score leads, or send alerts automatically.
It does not need to be a huge system.
Sometimes, one simple AI workflow can save a team hours every week.
That is the kind of AI I like building:
Practical.
Simple.
Useful.
Because the future of AI is not about replacing people.
It is about helping people work faster.
East Africa Mobile Money Performance Analysis Dashboard
Prepared by Intersect Analytics | Power BI, Data Analytics & Business Intelligence
Mobile money continues to reshape financial inclusion, digital payments, and economic activity across East Africa. To evaluate the performance of the region's leading operators, Intersect Analytics developed an executive-level Power BI dashboard analyzing transaction activity, user adoption, market share, and growth trends across key markets.
Key Findings
M-Pesa Maintains Regional Leadership
M-Pesa remains the dominant mobile money platform, leading in transaction volumes, active users, and market penetration. Its extensive ecosystem continues to strengthen its competitive position across the region.
Airtel Money Continues to Gain Momentum
Airtel Money has demonstrated strong growth, driven by increasing customer adoption, expanding service offerings, and rising transaction activity across multiple markets.
Digital Financial Services Are Experiencing Sustained Growth
The continued increase in mobile money usage highlights the growing importance of digital financial services in facilitating payments, commerce, savings, remittances, and financial accessibility.
East Africa Remains a High-Growth Market
Kenya, Uganda, Tanzania, Rwanda, and Ethiopia continue to present significant opportunities for financial institutions, fintech companies, investors, and businesses operating within the digital payments ecosystem.
Development Approach
Data was collected from industry publications, operator reports, and financial inclusion research.
Python was utilized for data extraction, cleaning, validation, and preparation using:
• Pandas
• NumPy
• Requests
• BeautifulSoup
• OpenPyXL
The final solution was developed in Power BI using Power Query, Data Modeling, DAX, and interactive visualizations to deliver clear, actionable insights for decision-makers.
Our Services
📊 Power BI Dashboards & Business Intelligence
📈 Financial Analysis & Performance Reporting
🐍 Data Scraping, Cleaning & Preparation
⚙️ Excel & Google Sheets Automation
🗄️ SQL & Database Analytics
🔄 Business Process Automation
Why Organizations Choose Intersect Analytics
We help organizations transform complex data into meaningful business intelligence by combining analytics, automation, and reporting expertise. Our solutions are designed to reduce manual effort, improve operational efficiency, accelerate decision-making, and provide the visibility required to support sustainable growth.
INTERSECT ANALYTICS
Power BI | Business Intelligence | Data Analytics | Automation | Financial Analysis
Decisions Backed by Data. Growth Driven by Insight.
📞 +254 723 632 207
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