Archit Rathod

I architect cloud-native systems and debug algorithmic fairness

[Archit Rathod @ArchitRathod_17]

@WHYkalwani https://t.co/6VlrAxajOG

[Archit Rathod @ArchitRathod_17]

Also ships an NYC LL 144 audit CLI — selection rates, four-fifths rule, intersectional sex×race cross-tabs, bootstrap CIs, DCWP-compliant PDF.

pip install relfair

https://t.co/zsHzpQJoDM

#FairML #AIAudit #ResponsibleAI

[Archit Rathod @ArchitRathod_17]

Naive fairness tests flip sex: Male → Female and call it done.

They miss the proxies. relationship=Husband still screams Male — your model reads the row as off-distribution and absorbs the bias silently.

[Archit Rathod @ArchitRathod_17]

"relfair" propagates the intervention through the causal graph (Husband→Wife, occupation, household role) so counterfactuals stay on the manifold.

Result: 3–4× more discrimination detected on Adult (+17pp), ACS Income (+27pp), German Credit (+8pp).

[Archit Rathod @ArchitRathod_17]

@github The new Resume?

[Archit Rathod @ArchitRathod_17]

@pedrosanders_ https://t.co/CMcdo10wVd

[Archit Rathod @ArchitRathod_17]

@RakeshSangem8 Tailwind.

[Archit Rathod @ArchitRathod_17]

@pedrosanders_ https://t.co/CMcdo114KL

[Archit Rathod @ArchitRathod_17]

@Roshan_earth286 Interested

[Elon Musk @elonmusk]

Since I’ve been asked a lot:

Buy stock in several companies that make products & services that *you* believe in.

Only sell if you think their products & services are trending worse. Don’t panic when the market does.

This will serve you well in the long-term.

[Bonnie @The_GreatBonnie]

Developers when their code throws an error.