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askminds paritosh & neha / bangalore
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contact: paritosh@askminds.com
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the engineering behind AI that ships.
Most AI looks great in a demo and falls apart in production.
We're the two engineers who fix that -- building systems that
hold up when real users show up.
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| demo | -- looks great in the room
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| production |<-----| askminds | -- we live here
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| real users | -- and it still holds up
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-> start a conversation
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[ 01 ] TWO PEOPLE. ONE FOCUS.
We're not an agency scaling headcount. We're two engineers
who've spent years in the trenches -- Rails, GCP, LLMs, the
full stack -- and now we channel all of that into making AI
work for real businesses.
[ 02 ] CURRENTLY IN THE WORKSHOP.
We're heads-down on our own projects right now and not
taking clients. But if you're building something interesting
with AI and want to think out loud -- we're always up for a
good conversation.
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WHAT WE DO
01. AI Architecture [ strategy ]
02. Inference & Performance [ optimization ]
03. RAG & Knowledge Systems [ data ]
04. Production Engineering [ engineering ]
01. AI Architecture
You don't need AI everywhere; you need it in the right
places. We figure out where it actually helps your
business, then design the system around that truth.
02. Inference & Performance
The difference between a cool demo and a viable product
is often latency and cost. We handle quantization,
caching, batching -- the boring stuff that makes AI
economically real.
03. RAG & Knowledge Systems
LLMs are only as good as the context you feed them. We
build retrieval pipelines that ground answers in your
data -- accurate, fast, without the hallucination tax.
04. Production Engineering
Getting from "it works on my laptop" to "it handles 10k
requests a minute" is where most AI projects die. That
gap is exactly where we live.
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"The best AI disappears into the product. You stop noticing
it and start relying on it. That's the bar we aim for."
-- how we think about our work
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WHEN WE'RE READY
We'd love to help you ship something real. Not taking new
clients yet -- but our inbox is always open for good
conversations about hard AI problems.
-> say hello (we usually reply within a day)
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(c) 2026 askminds / mind over model.