I will predict delivery risks and improve kpis
About this Gig
I build dashboards that go beyond charts, statistical analysis, a trained predictive model, and ranked, numeric business recommendations, all in one system.
I recently built a production example: a delay-risk model (86% accuracy) trained on 43,000+ real delivery records, paired with a statistical insight engine that ranks findings by your actual business priority (e.g. customer satisfaction vs cost reduction), then writes up each finding in plain English via a live AI API call. You can see the full build and live demo linked on my profile.
What I can build for you:
- A dashboard with real KPIs, segment breakdowns, and risk indicators from your own data
- A trained model that predicts risk or outcome likelihood, with honestly reported accuracy, not inflated claims
- Ranked, numeric recommendations tied to your actual business objective
- An automated refresh pipeline so the dashboard updates on a schedule, not manually
Background: 20+ years in product and data roles, currently building production AI/data systems full-time. I explain exactly what statistics are, what machine learning is, and what's AI-generated, no vague "AI-powered" claims.
Message me with your data and business question.
Programming language:
Python
Frameworks:
Scikit-learn
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Panda
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Other
APIs:
Other
Tools:
Other
My Portfolio
FAQ
Do I need a large dataset?
A few thousand rows is usually enough for meaningful patterns. Send a sample and I'll confirm before you order.
Will the model's accuracy be guaranteed?
No model is 100% accurate, and I won't claim one is. I report real accuracy/precision numbers and explain what they mean for your use case.
Can this connect to my existing tools?
Yes, on Standard and Premium tiers. Tell me what you're using (spreadsheets, a database, an API), and I'll scope the integration.

