Meghavi Rao
Applied AI Engineer
(the person who talks to robots for a living)
oh hi, you found my sketchbook.
I'm an Applied AI Engineer who believes in building things that work, not just things that demo well. Currently exploring the intersection of large language models and real-world applications.
(keep scrolling, there's more scribbles)
where I've been
(the journey so far)
Applied AI Engineer
@ Tech Company
Building production ML systems. Shipping LLMs that actually work.
(yes, that includes the 2am debugging sessions)
ML Engineer
@ AI Startup
Trained models. Broke things. Fixed things. Learned a lot.
(mostly learned what NOT to do)
Software Engineer
@ Big Tech
Backend systems, data pipelines, the usual suspects.
(where I caught the ML bug)
things I've made
(and things that almost broke me)
thoughts that escaped the notebook
(the loose pages)
What I Learned Shipping LLMs to Production
"It's not about the model size. It's about everything else."
Embeddings: The Unsung Hero of Modern AI
"Why understanding vector spaces is more important than understanding GPT."
Stop Building AI Products, Start Building AI Tools
"A case for infrastructure over applications."
Debugging ML Systems: A Survival Guide
"When print statements aren't enough."
say hello
if you're reading this, you made it to the end.
that means something. let's make something together.
hello@meghavi.me(weird ideas especially welcome)
p.s. — thanks for scrolling this far. most people don't. you're cool. — M