ML developer
5633 USD 
For the retail project, it is necessary to develop a sales forecasting and optimization model.
The developer is required to have practical experience in the development and implementation of ML/AI projects and experience working with large data sets.
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1 day5632 USD
226 1 day5632 USD
Good day! Thank you for the inquiry — the task of building a forecasting and sales optimization model for retail sounds very specific. I have practical experience in developing and implementing ML/AI solutions and working with large datasets (ETL, feature engineering, production deployment, quality monitoring).
What I propose at the start:
a short data audit (sources, quality, gaps, seasonality, promo/price changes);
selection of the approach (classical: SARIMAX/Prophet/GBM; or DL/AutoML depending on the volume and frequency of data);
designing metrics (MAPE/SMAPE, uplift from optimizing assortment/discounts/inventory);
…
MVP with A/B validation and further implementation (API/dashboard).
If necessary, we will sign an NDA. To avoid overloading the chat and quickly agree on data, KPIs, timelines, and budget, I suggest moving to personal messages — please briefly send: how many stores/SKUs, forecast horizon, whether there is a history of promotions and stock levels. From there, I will quickly gather the brief and propose a work plan with deadlines.
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100 days5633 USD
834 8 0 100 days5633 USD
I have such work experience. But I need more details to understand what product you ultimately want. I need to see the knowledge base on which you want to train this model; if there isn't one, it needs to be created. We need to agree on the list of decision-making patterns for our model. We need to understand where the model should be integrated into the desktop application, whether it should be a website, or just some API that will be used by other programs in the future. Or should it be a set of solutions like a desktop application, API, website.
Please write to me to discuss the details.
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100 days5633 USD
9351 20 0 1 100 days5633 USD
Hello.
This is a very interesting task. I have experience with projects like this, where accurate sales forecasting based on big data is key.
To offer you the best solution, I need to clarify a couple of points:
How large are your data sets and what is their level of detail?
What exactly do you want to optimize? (For example, inventory management or pricing).
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100 days5633 USD
3025 37 0 1 100 days5633 USD
Hello. TensorFlow is suitable for you. How large is the database and how exactly do you want to forecast sales? For example, using machine learning to provide recommendations?
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30 days5633 USD
258 30 days5633 USD
Hey, Igor
I've read your requirement in more detail.
I've confident 300%...
I can finish your project perfectly.
I am ready to start right now.
Thanks.
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