Medha Agarwal

[Medha Agarwal @medss_19]

no portfolio yet (one day… maybe 🥰)
till then —

medium: https://t.co/m85iFUjjgq
linkedin: https://t.co/EHLM3aueio
githubs: https://t.co/GzEjSY3TKG | https://t.co/HnXRrDwRlN

[Akshay 🚀 @akshay_pachaar]

As an AI Engineer. Please learn:

- Harness engineering, not just prompt engineering
- Prompt caching vs. semantic caching tradeoffs
- KV cache management at scale
- Speculative decoding vs quantization
- Structured output failures & fallback chains
- Evals (LLM-as-judge + human evals)
- Cost attribution per feature, not just per model
- Agent guardrails & loop budgets
- LLM observability as a first-class discipline
- Model routing & graceful fallback logic
- Knowing when to fine-tune vs. in-context learning

[Medha Agarwal @medss_19]

Avg saturday in blr
@SwayamSah @aashnaxdogra

[Dear God @TheRich_Gospel]

Real talk.

[Medha Agarwal @medss_19]

god bless the reviewer.

[Medha Agarwal @medss_19]

Lessgoooo!!!
Thrilled to be selected for #VibeHack alongside 150 incredible builders — powered by @emergentlabs @join_ef @OpenAI. Excited to build big this weekend!

[Medha Agarwal @medss_19]

Sent in my application for the Vibecoding Hackathon (EF × Emergent).
Selection is a bonus — the project ships regardless.
😤💪

[Medha Agarwal @medss_19]

@adityadotdev Tweeter.

[Medha Agarwal @medss_19]

My love for teddies is now very much evident. I bet you cant beat me😤

[Medha Agarwal @medss_19]

Met a few people, had a great time connecting with them.

[Medha Agarwal @medss_19]

I am 20 and I'm an engineer. A true one. Down to earth.

[Medha Agarwal @medss_19]

@rqobela choosing an option is the hardest

[Medha Agarwal @medss_19]

@NanouuSymeon As a developer I sleep early, early in the morning.

[Mustafa @oprydai]

work life balance in your 20s is a myth built for people with no ambition.

your 20s are the only decade where you can burn the candle from every end and walk away stronger.

this is the window where you:

learn fast
build recklessly
fail violently
iterate immediately
stack skills
compound reputation
compress decades into years

sleep enough to not die. eat enough to think. but everything else goes into work.

not for a boss. for yourself. for the person you’re becoming. for the leverage you’re building. for the future you refuse to settle on.

your 30s are shaped by what you do between 20 and 29.

so forget balance. maximize acceleration.

[Medha Agarwal @medss_19]

@eliana_jordan Good luck!! Hope to see your agent in work soon ;)

[Medha Agarwal @medss_19]

@prachicse Let it out💅🏻

[Medha Agarwal @medss_19]

@dev_11217 You get a quantum computer from someone else's setup. Ez pz🥰

[Medha Agarwal @medss_19]

@saatvikaasingh Can i get some salad?

[Medha Agarwal @medss_19]

Blr is so cute.
Guess the place🥰

[Medha Agarwal @medss_19]

No fancy setup. Just two devs coding in an auto on the way home.🛺

[Medha Agarwal @medss_19]

just completed
@shivambhadani_ 's blog on system design - https://t.co/KclCGdbhsl so good, just loved it. Thanks man :)
Next steps - gain practical experience on them!!