I will a 360 predictive intelligence audit and software
About this Gig
Most forecasting projects fail because they rely on outdated statistical models or "black-box" code that doesn't align with business reality. As a Software Engineer and Management specialist, I bridge the gap between high-performance backend engineering and actionable business strategy.
I specialize in deploying the latest Time Series Foundation Models (TSFMs) like Amazons Chronos2 and TiRex. These models offer "zero-shot" capabilities, meaning they understand temporal patterns with superhuman accuracy, even with complex or messy datasets.
What sets this service apart?
- Deep Decomposition -> I don't just "run a script." I decompose your data into trends, seasonality, and external noise to find the "why" behind your numbers.
- Strategic Audit -> You don't just get a graph. You get a professional audit identifying actionable leverage points to optimize your operations.
- Custom Software Integration -> I don't leave you with a notebook. I integrate the best-performing models into a custom software ready and easy to use from delivery.
Lets turn your historical data into your most valuable competitive advantage.
Programming language:
Python
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SQL
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Java
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NoSQL
Frameworks:
Scikit-learn
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PyTorch
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Panda
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Other
Tools:
Jupyter Notebook
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Excel
FAQ
Do I get the models or source code ?
No. In Basic and Standard, you receive the analysis reports. In Premium, you receive a licensed standalone executable to run the models yourself.
What data do I need to provide?
You will need to provide a CSV or Excel file containing your historical data and one or multiple separate files for any specific exogenous factors you want me to include.
What is "API Integration"?
This is an extra service where I code a custom bridge to automatically pull your data from your ERP, Shopify, or weather services directly into the model.

