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by fcnfan
3320 days ago
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I work for a large semiconductor manufacturer. In our R&D operations we require a large volume of newly designed parts to be purchased from suppliers. These parts are not off the shelf but are all custom created by us. Once a design is approved we try to get them into the lab the fastest way possible so the earlier we can get the designs quoted with a supplier, the better. I use machine learning to predict if a newly designed part will have to be purchased soon to go in the lab. That prediction saves me about 3 weeks of lead time to get it to a supplier. Before machine learning, the first time the purchasing department knew that it will need to be purchased is when the designer filled out a form. Now they know as soon as he submits his design and can get a head start. |
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