You will get Patented AI metric forecasting and MMM scenarios


Project details
You will get patented AI dashboards for metric forecasting and MMM scenario planning — no data scientist required. Using Prophet, we forecast key marketing metrics (ROAS, CPA, conversions, retention) with upper/lower bounds so you can plan for best, worst, and expected outcomes. Using Robyn, we run MMM scenarios with ROI curves and budget reallocation insights, showing exactly where your next marketing dollar will work hardest. Japio comes with 50+ prebuilt connectors that pull years of historical data from platforms like Google Ads, Meta, TikTok, and Shopify, so setup is quick and secure. Every package includes a free kickoff call to align goals and deliver instant, enterprise-grade insights.
What's included
| Service Tiers |
Starter
$499
|
Standard
$599
|
Advanced
$999
|
|---|---|---|---|
| Delivery Time | 1 day | 1 day | 1 day |
Number of Revisions | Unlimited | Unlimited | Unlimited |
Model Validation/Testing | - | - | - |
Model Documentation | - | - | - |
Data Source Connectivity | - | - | - |
Source Code | - | - | - |
About Francis
NA......
Santa Monica, United States - 12:46 pm local time
Most teams come to Upwork looking for a data scientist because they need:
Forecasts for marketing metrics (CPA, ROAS, conversions, retention, leads, impressions).
Marketing Mix Modeling (MMM) to justify and optimize budgets.
Historical data integration across multiple platforms.
I own two U.S. patents that automate exactly that — removing the need for custom model building:
1. Forecast Charts (Granted Patent) – Metric forecasting without a data scientist, powered by Prophet.
Provides upper and lower bounds, so you don’t just get a single prediction — you see the confidence interval.
Helps teams plan around best-case, worst-case, and expected outcomes.
Forecasts future campaign performance directly inside dashboards.
2. MMM Scenario Planner (Pending Patent) – Marketing Mix Modeling without a data scientist, powered by Robyn.
Delivers marginal ROI curves → shows where each additional dollar has the highest return.
Runs budget reallocation scenarios in hours, not months.
Helps CMOs defend spend with data-driven justifications.
And because data collection is half the battle, Japio includes:
50+ prebuilt connectors (Meta, Google Ads, TikTok, Shopify, etc.).
APIs that pull years of historical data automatically.
No custom coding required to prepare the dataset for Prophet or Robyn.
Why me?
Instead of building models from scratch, I deliver patented dashboards that give forward-looking visibility into your metrics — faster, cheaper, and more accurate than hiring a team of analysts.
Pricing
My Upwork hourly rate reflects my patented expertise (~$250/hr), but most projects are delivered as fixed SaaS packages aligned with Japio tiers ($499–$999+/mo). This way you know exactly what you’re paying for — no surprises.
Steps for completing your project
After purchasing the project, send requirements so Francis can start the project.
Delivery time starts when Francis receives requirements from you.
Francis works on your project following the steps below.
Revisions may occur after the delivery date.
Kickoff call
15–30 minutes to review your goals, confirm which metrics to forecast (ROAS, CPA, conversions, retention, impressions), and align MMM scenarios.
Client connects data
You securely connect ad/data sources in Japio (Google Ads, Meta, TikTok, Shopify, etc.).