Ok_Cartographer5609

joined 10 months ago
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[P] A small CLI project to generate better instructions for install tools. (alien.top)
 

I have build a small project using rust to generate better help statements/instructions for CLI tools. It takes in the name of the tool and produces step by step instructions.

Feel free to have a look at the repo: https://github.com/d1pankarmedhi/ghr

I would appreciate your feedback/suggestions for improvements or feature addition :)

[D] Skill Creep in ML/DL Roles - is the field getting not just more competitive, but more difficult? in c/machinelearning@academy.garden
[–] Ok_Cartographer5609@alien.top 1 points 10 months ago

Agree. I got into my 1st ML role last year. All self-taught. I've done all sorts of work - from ETL, CV, sentiment pipeline (mostly SWE stuff) and now LLM-based Information retrieval systems. My work mostly revolves around applied ML but I do have an interest in knowing the bits and bytes of ML as well. So currently teaching myself all about transformers and lms.

But it is also true that, earlier getting started with ML was easy - no need for heavy machinery/resources. But nowadays, you will need high computing power to even get started on learning something about large language models.

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[D] How do you deal with LLM observability? What tools do you guys use? (alien.top)
 

I want to know the tools and methods you use for the observability and monitoring of your ML (LLM) performance and responses in production.

[D] Can you review my resume? Looking for new opportunities. in c/machinelearning@academy.garden
[–] Ok_Cartographer5609@alien.top 1 points 10 months ago

My bad. Didn't know where else to put this, so since we have such an amazing community here, I thought of posting it here.

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[D] Can you review my resume? Looking for new opportunities. (alien.top)
 
[D] What are your duties as a Machine Learning Engineer? in c/machinelearning@academy.garden
[–] Ok_Cartographer5609@alien.top 1 points 10 months ago
  • Read papers/articles/blogs for new and updated models. (I work mostly on Language systems)
  • Build POCs using new tools/models that can solve a problem or generate a new one :)
  • Get data for this. Handle databases/data stores for storing data, on the cloud.
  • Build and deploy pipelines connecting ML services with the databases. And potentially build something which is presentable.
  • Monitor for abnormality and if there's any, republish the pipeline once resolved.