I will build a forecasting model tailored to your data
About this Gig
You have data and a decision to make: how much each product will sell next month, which customers are about to leave, what a job will cost, what hundreds of reviews and requests are really saying. You describe the problem; I build the model that fits it, test it on your data, and hand it over running.
What I build:
- Sales, demand and inventory forecasting
- Price and cost prediction, quote calculation
- Churn prediction and customer segmentation
- Classifying reviews, messages and requests with LLMs
- Dashboards that show the results and update themselves
You can get model code from an AI tool. The hard part is not the code: picking the right question, catching the traps in the data (duplicates, columns that leak the future, seasonality), testing on periods the model never saw, and saying so when it does not work.
Past work: a cost model live for 18+ months that priced 12,000+ real-time quotes at ~2.5% average error; an LLM-as-a-judge pipeline that cut manual review by 80%+; an autonomous agent that takes analyst tickets from Jira and posts the results back.
You get the model, the test results, all the code and a short guide, running on your own account.
FAQ
How do I know it actually works?
Every model is tested on a period it never saw and compared with the simplest rule that could replace it. On a public demand dataset, it cut the error by about 24% against that rule when it had weather data, and only matched the rule on calendar alone. You get that kind of answer, with the numbers.
What if my data cannot predict it?
Then the Basic package tells you so in four days, with the numbers, before you spend a Premium budget finding out. That is what Basic is for.
How much data do I need?
Enough history to contain the pattern you care about. For anything seasonal that usually means two full cycles. Send what you have and you get a straight answer before you order.
How much data do I need?
Enough history to contain the pattern you care about. For anything seasonal that usually means two full cycles. Send what you have and you get a straight answer before you order.
Will it keep working after you deliver?
It runs on your own account and you own the code. Premium adds a panel that tracks live accuracy, so you see drift before it turns into a bad decision.
Do you need our customer data?
No. Remove personal data before sending; none of this needs it, and anything you send is deleted at handoff.
