AI reliability & dev-tooling engineer. Building deterministic evaluation environments for document-grounded AI (FAULTLINE) and pragmatic automation.
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Multiple Future Group (MFgroup)
- Pune, Maharashtra, India
- https://samirsawarkar.vercel.app
- @Samirsawarkars
Highlights
- Pro
Pinned Loading
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faultline-ai-reliability
faultline-ai-reliability PublicReproducible AI reliability workbench: seeded faults, trace-complete replay, paired recovery experiments, uncertainty-aware policy selection, and CI-audited evidence.
Python 1
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