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Sal Parvez | ML Systems RI

Self-taught full-stack engineer. Founder of ML Systems, a Rhode Island construction tech company. Shipped a React Native app to both stores plus the Next.js/tRPC/Postgres platform behind it.

Location Rhode Island Joined Joined on  Personal website https://mlsystemsri.com github website twitter website

Education

B.S. Finance, University of Rhode Island

Work

Founder & Lead Engineer at ML Systems

$40T National Debt. 1M Agents for the Principal, Humans for the Interest.
salparvez profile

$40T National Debt. 1M Agents for the Principal, Humans for the Interest.

#ai #agents #machinelearning
Comments
8 min read

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AI Is Not Valuable. Your Context Window Is.
salparvez profile

AI Is Not Valuable. Your Context Window Is.

#discuss #ai #architecture #llm
Comments
3 min read
Vibe coding names a mood. The job is Language Modeler.
salparvez profile

Vibe coding names a mood. The job is Language Modeler.

#discuss #ai #programming #softwareengineering
2
Comments 1
5 min read
Fingerprint at load, pulse before every pass: a heartbeat for agent identity
salparvez profile

Fingerprint at load, pulse before every pass: a heartbeat for agent identity

#ai #security #architecture #systemdesign
Comments 1
5 min read
MVE: The Balance in MVP
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MVE: The Balance in MVP

#startup #ai #architecture #systemdesign
5
Comments
4 min read
Embedded evaluators, at house scale
salparvez profile

Embedded evaluators, at house scale

#ai #architecture #systemdesign #database
Comments 5
3 min read
Seven Families, One Ledger — how a house gets a grammar
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Seven Families, One Ledger — how a house gets a grammar

#architecture #ai #systemdesign #ontology
Comments 2
6 min read
Can a Crew, a Model, and a Robot Agree on What a Rafter Is?
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Can a Crew, a Model, and a Robot Agree on What a Rafter Is?

#architecture #ai #systemdesign #robotics
Comments 1
6 min read
The Ledger Is the Loop: How One Record Carries a House Through Loan Origination, Deconstruction, and Construction
salparvez profile

The Ledger Is the Loop: How One Record Carries a House Through Loan Origination, Deconstruction, and Construction

#architecture #ai #database #startup
Comments
6 min read
Claims, Not Facts: Building an Auditable Multi-Author Record for a House
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Claims, Not Facts: Building an Auditable Multi-Author Record for a House

#architecture #ai #softwareengineering #database
Comments
5 min read
The Advice Was "Build on Unique Data." Mine Was a House.
salparvez profile

The Advice Was "Build on Unique Data." Mine Was a House.

#machinelearning #ai #career #startup
Comments
7 min read
My AI agents don't talk to each other
salparvez profile

My AI agents don't talk to each other

#ai #architecture #programming #machinelearning
1
Comments 11
5 min read
I stopped storing facts and started storing claims
salparvez profile

I stopped storing facts and started storing claims

#architecture #database #typescript #softwareengineering
Comments
5 min read
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