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Divyakush Punjabi

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A warning one minute early beats a perfect post-mortem
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A warning one minute early beats a perfect post-mortem

#machinelearning #iot #edgecomputing #sensors
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1 min read

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Multi-tenancy is a promise you keep in the database
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Multi-tenancy is a promise you keep in the database

#fastapi #postgres #backend #saas
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1 min read
A dumb protocol is a feature, not a compromise
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A dumb protocol is a feature, not a compromise

#embedded #iot #arduino #python
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1 min read
Your ML accuracy might be quietly cheating
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Your ML accuracy might be quietly cheating

#machinelearning #datascience #mlops #python
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1 min read
Hardware doesn't get a second frame
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Hardware doesn't get a second frame

#fpga #verilog #hardware #embedded
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1 min read
The commerce bug that charges you twice — and how to kill it
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The commerce bug that charges you twice — and how to kill it

#payments #backend #api #reliability
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1 min read
Two payment gateways, one button the customer never questions
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Two payment gateways, one button the customer never questions

#react #payments #stripe #frontend
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1 min read
For a servo, a cloud round-trip is a lifetime
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For a servo, a cloud round-trip is a lifetime

#edgeai #iot #computervision #embedded
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1 min read
You can't build intuition for something you can't see
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You can't build intuition for something you can't see

#algorithms #react #webdev #learning
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1 min read
The stop-word that quietly breaks every voice smart-home
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The stop-word that quietly breaks every voice smart-home

#python #nlp #iot #arduino
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1 min read
Recommenders throw away your single most useful signal: order
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Recommenders throw away your single most useful signal: order

#machinelearning #pytorch #recsys #datascience
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1 min read
The 'do nothing' zone that made my camera track smoothly
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The 'do nothing' zone that made my camera track smoothly

#computervision #iot #embedded #robotics
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1 min read
Saturday MK1: an AI assistant that's a system, not a prompt
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Saturday MK1: an AI assistant that's a system, not a prompt

#ai #python #fastapi #llm
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3 min read
Making an LLM trustworthy over bank statements
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Making an LLM trustworthy over bank statements

#python #fastapi #llm #fintech
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3 min read
HomeSense: turning speech into physical actions, no app
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HomeSense: turning speech into physical actions, no app

#python #iot #nlp #arduino
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4 min read
AlgoVerse: watching algorithms think at 60fps in the browser
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AlgoVerse: watching algorithms think at 60fps in the browser

#react #typescript #algorithms #webdev
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4 min read
Guilded-Guild: recommending the next item with SASRec in PyTorch
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Guilded-Guild: recommending the next item with SASRec in PyTorch

#machinelearning #pytorch #python #react
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3 min read
Building Netra: an edge-AI camera that tracks you on its own
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Building Netra: an edge-AI camera that tracks you on its own

#computervision #iot #python #react
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4 min read
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