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Your data is already telling you something.
The problem is… are you listening? 👀
Whether you're a designer, creator, freelancer, marketer or business owner, you probably have data scattered everywhere:
📊 Spreadsheets
📈 Sales & customer data
💬 Feedback
🌐 Website/app analytics
📁 Messy files
📉 Performance metrics
I turn that mess into something you can actually understand and act on.
From cleaning & analyzing data → Python/ML models → forecasting → interactive Power BI dashboards → AI-powered insights, I build solutions around the problem you're actually trying to solve.
And it doesn't stop at dashboards.
I'm also exploring AI agents and intelligent workflows — because the next step after understanding your data is making your systems work smarter with it.
So if you're thinking:
“I have all this data, but I don't know what to do with it.”
or
“I wish this whole process was automated.”
Send me the problem.
You don't need to know whether you need Power BI, Python, machine learning, an AI workflow, an agent, or something else.
Tell me what you want to achieve.
I'll figure out the technology behind it.
Turn chaos into clarity.
Turn data into decisions.
Turn repetitive work into intelligent workflows. ⚡
Data Analytics | AI Developer | Machine Learning | Power BI | Python | Data Visualization | Forecasting | AI Agents | Automation
#DataAnalytics #AIDeveloper #PowerBI #MachineLearning #Python #DataVisualization #AI #AIAgents #Automation #BusinessIntelligence
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 recently stumbled across a few interesting and promising startups that might bring some of that joy back and take the pain out of parts of our work.
Proto is building an IDE specifically for product designers, bringing design and AI workflows closer together. 👩🏻💻
Simulithic uses AI agents to test your app across devices, browsers, and account types, automating test creation and maintenance. 🤳🏼
Composal uses swarms of AI agents to explore product flows and edge cases, finding what breaks before release. 🕵🏻♂️
Native helps marketers decide what to create by ranking ideas based on brand context, performance, trends, and creative feedback. 🦖
The edge case testing sounds promising.
End-to-end retail analytics pipeline that turns raw, messy CSV exports into business decisions, built in Python and SQL and runnable with one command.
What it does:
Cleans and validates 6 relational tables, fixes 585 data-quality issues and logs every action
Loads a SQLite warehouse with keys, constraints and window-function SQL
Customer analytics: RFM segmentation, cohort retention, CAC / LTV by channel, product Pareto, market-basket analysis
Churn prediction model validated on future data (ROC-AUC 0.71, no data leakage)
6-month revenue forecast, best of 3 models by backtest (4.2% MAPE)
Auto-generated Excel report (live formulas, native charts) and an interactive Streamlit dashboard
18 automated tests
An AI customer support chatbot for a fictional Nigerian food delivery business, Lagos Fresh Kitchen. It runs on n8n Cloud and uses Claude Haiku 5.5 as the AI model. The workflow is three nodes: a chat trigger receives the customer’s message, an AI Agent processes it, and the Anthropic Chat Model writes the answer.
How it behaves
The AI Agent has a system message that sets the rules. It must answer only from the business information, never invent prices, areas, hours or policies, and use a fixed fallback line when the answer isn’t there: “I don’t have enough information to answer that accurately. Please contact our support team.”
The business information it knows
Open Monday to Saturday, 9 AM to 8 PM, closed Sundays
Delivers to Lagos Mainland (Ikeja, Yaba, Surulere, Maryland, Ojota, Gbagada) and Island areas (Victoria Island, Ikoyi, Lekki), not outside Lagos
Delivery takes 30 to 60 minutes, with fees from ₦1,000
Menu of jollof rice, fried rice, rice and stew, pounded yam with egusi, grilled chicken, suya and soft drinks
Payments by card, transfer and cash on delivery
Cancellation allowed before cooking starts
No Sunday orders or Sunday delivery, and no event catering
Refunds, complaints and order status go to support
good work