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Hey everyone!

You don’t experience reality — you experience your brain’s version of it! Last push for roles this Summer, so if you’re looking to get into marketing, finance, or tech consulting, there are some fantastic roles in today’s edition!

As always, let me know which kinds of roles you want to see more of!

And without further ado, here are the links!

Internships

Entry Level

Fine-Tuning Is Overrated. Learn When It Actually Matters.

Every engineer building with LLMs eventually hits the fine-tuning question. The answer is usually "not yet."

In this free online session, Gauntlet AI Lead Instructor Aaron Gallant breaks down fine-tuning, PEFT, and QLoRA – what they actually do, what they cost, and when they're worth reaching for over prompt engineering or better context.

You'll walk away understanding how to synthesize training data from frontier models, how parameter-efficient techniques let you train on a laptop, and why the real bottleneck is always the data, not the model.

If you've been curious about fine-tuning but aren't sure it's the right move for your use case, this is the session.

Live. Free. No upsell. Wednesday, June 3 at 5 PM CT. Register here.

Check out our Referral Program to get the competitive edge when applying!

Best of luck!

See you shortly,

--

Aiden

Connect with me here if you have any questions or want to chat about opportunities!

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