shailesh

Founder @ SH1.
in pursuit of greatness.

[shailesh @sh1lezh]

SH-1 Technologies, remember the name.

[Paul Graham @paulg]

If you want to start a startup, don't learn "entrepreneurship." Learn how to build things. The hard part of startups is not "entrepreneurship" but product: to know what to build, and to be able to build it.

[shailesh @sh1lezh]

now onto the next project, stay tuned.

[shailesh @sh1lezh]

If a user asks "What's the capital of France?" and another asks "Tell me the capital of France", the second query hits the local cache. Reduces LLM latency & API cost.

Built for performance in Rust using Axum and ONNX.

https://t.co/3ew5dxWx8s

[shailesh @sh1lezh]

I built Semantic Cache Gateway that sits between your users and the LLM. It generates vector embeddings of incoming prompts locally and uses a Qdrant database to detect semantically identical queries.

[shailesh @sh1lezh]

built semantic gateway in rust, which reduces your LLM token usage by filtering out same question of around 0.95 cosine, more detailed post and github repo incoming before midnight.

[shailesh @sh1lezh]

i need to make 10 lacs in 3 months or i'm done for

[kache @yacineMTB]

i need to make a million dollars in a month or i'm done for

[shailesh @sh1lezh]

the difference between my ambitions and the level of work i do is insane, i need to get my level and amount of work close to the level of ambitions i have, i can't lower the ambition but i can sure increase the work amount

[Aaron @IAmAaronWill]

The richest people I know go from idea to action immediately. There’s no analysing. It’s just straight implementation. You’d be much further in life if you acted as soon as you thought. Try it.

[signüll @signulll]

networking as activity is mostly cope.

e.g. the conference circuit, the warm intros, the moving to sf discussions or whatever, oh & the “grabbing coffee” economy.. all of this is overwhelmingly negative selection esp with vc (lol). the ppl worth knowing are usually too busy doing the thing to be farmable, & the ppl available to be networked w/ are available cuz they have literally nothing better going on.

do the work, then publish it loudly enough that the right ppl can find you w/o you having to chase. one way broadcast > two way schmoozing. this is why x matters a ton now more than ever before.

[shailesh @sh1lezh]

building an agency solo is like chewing glass and staring into abyss

[shailesh @sh1lezh]

really guilty of doing this, and there is a really good reasoning post on this

[DAN KOE @thedankoe]

The 2-4 hours you spend scrolling each day (or 730-1460 hours each year) is more than enough time to write a book, build a business, or get in shape. In the moment, it seems like nothing. That's why it's so dangerous. Your time disappears without you being conscious of it.

[shailesh @sh1lezh]

linux is the best thing happened to humanity

[shailesh @sh1lezh]

github repo -

https://t.co/nLv0GeqrHB

[shailesh @sh1lezh]

> wrote an inference optimizer which reduced my ram footprint from 2gb -> ~700mb (~62.7%) and latency from 2.34s -> 1.36s (~42.6%)

> ran on my i7 Iris Xe iGPU of i7-1185g7

> written in c++ using intel openvino toolkit

> squeezed 32bit floating model to 8 bit integer model

[shailesh @sh1lezh]

@JustAnkurBagchi hey, i pinged you on whatsapp please check