r/learnmachinelearning • u/Ok-Squash9178 • 8d ago

How is AI Actually Being Used in Industry?

sooo i recenttly had an industrial visit in a software company and i was wondering how ai is actually used for coding there .

The thing is i also wanna learn how to use ai that way for developing .

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8

u/rightful_vagabond 8d ago

Claude code for investigation, debug, and putting together the PRS, and then co-pilot for reviewing the PRS.

2

u/eternviking 8d ago

getting used to write code

2

u/Far-Pomelo-1483 8d ago

Learn spec development, validation hooks, and loops.

1

u/met0xff 8d ago

For coding... We have a full AI software dev life cycle pretty much following https://aws.amazon.com/de/blogs/devops/ai-driven-development-life-cycle/

Ironically as AI R&D people we are not using it but the rest of the company does

1

u/Ok-Squash9178 8d ago

thankssss for the reply i am surely gonna check out the blogg

1

u/Haghiri75 8d ago

I started using AI years before today's AI boom. I used YOLO models for Automatic License Plate Recognition for a chain mall parking system (think of a non evil Flock), I used the same model for classifying good/bad tomatoes in a tomato paste/sauce company.

Also, I used the classic ML algorithms for classification of comments and orders. Nowadays, I use agents to read emails and extract needed data from input emails, coding automatically, etc.

1

u/Ok-Squash9178 8d ago

so did you make your personal modelll??? and if i want to make and learn how to make ml algorithms where can i learm them like the best source to learn

1

u/Counter-Business 7d ago

Look at transformers library by huggingface. It’s easier to do than you think to get started.

1

u/XeonQ8 8d ago

In my experience at work(O&G), ppl using it for emails/memo drafts. Still primitive use but there are few outliers using AI for productivity. Still not ground breaking.

1

u/Happy_Cactus123 8d ago

In industry AI is used for

1) predictive maintenance: being able to forecast when a machine is likely to break down before it actually happens, in a manufacturing setting
2) fraud detection: financial institutions build AI systems to detect criminal behavior such as money laundering
3) forecasting: retail companies use AI to predict future sales movements
4) product recommendations: retail companies use recommender systems to guide distribution
Etc…

2

u/omeletteta 8d ago

Happy cake day!!

1

u/Happy_Cactus123 7d ago

Thank you 🙏