Episode 122

How To Go From No Job Offer To Amazon's AGI Development Team In 18 Months - w/ Kunal

Aug 12, 202600:37:47On YouTube too
How To Go From No Job Offer To Amazon's AGI Development Team In 18 Months - w/ Kunal thumbnail

🎯 That bet ran through a master's in the USA at Northeastern University and dropped him into the 2024 job market with no return offer and no sponsorship. Harder for an international student.

Who this is for

  • You are trying to get hired without sounding like everybody else in the pile.
  • You would rather hear Kunal's version while the mess is still fresh than get another polished hindsight sermon.

Key takeaways

  • Go From No Job Offer To Amazon's AGI Development Team In 18 Months - w/ Kunal
  • Building Projects: The Key to Job Success
  • A 30-million-parameter LLM from scratch, trained for about $50 when the same build can cost thousands.
  • promise you will know exactly how he did it and how to get hired at Frontier AI roles in big tech. Let's build an LLM....
  • entire Amazon loop from the inside. Lead code don't forget it. It's still relevant guys. I have solved around 450...

Fast scan timestamps

00:00Kunal's Journey: From Intern to ML Engineer
04:17Understanding AGI: Definitions and Perspectives
07:24The Importance of Specialization in Machine Learning
10:23Navigating Higher Education: Choosing the Right Program
13:16Job Market Insights: Finding Your First Role
16:27Building Projects: The Key to Job Success

Read the complete transcript

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00:00:01

I still remember I have completed my internship at home tap and I have not got the full-time offer from the company where I interned at because they were not sponsoring H1B and the market was

00:00:09

not sponsoring H1B and the market was pretty bad back then. That's Kunal Mishra. 18 months later he was building Amazon's frontier AI models. By the end of this episode, I promise you will know exactly how he did

00:00:21

promise you will know exactly how he did it and how to get hired at Frontier AI roles in big tech. Let's build an LLM. So I built LLM from scratch that is a 30 million parameter model. I spent like $50 to $100.

00:00:33

model. I spent like $50 to $100. Honestly, I'll say that has landed me job in my first company as well as in Amazon. Amazon. The exact project playbook plus the entire Amazon loop from the inside.

00:00:44

the entire Amazon loop from the inside. Lead code don't forget it. It's still relevant guys. I have solved around 450 problems for Amazon. I believe 40% is behavioral. So please focus on that.

Show notes

🎯 That bet ran through a master's in the USA at Northeastern University and dropped him into the 2024 job market with no return offer and no sponsorship. Harder for an international student. A 30-million-parameter LLM from scratch, trained for about $50 when the same build can cost thousands. (Yes, fifty dollars.) That one project got him his first US job.

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