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CIRAL Studio

CIRAL Studio

CIRAL STUDIO

The Studio

CIRAL Studio is an independent creative and technical studio focused on building Deterministic Guardrail APIs for automated systems. I design systems, tools, and interfaces that validate data and decisions before critical actions are executed.

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Defensive APIs.

Deterministic, stateless protocols designed for systems where probability is a liability.

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01 / VALIDATION

DataUsabilityVerdict

Instant assessment of structured data integrity for training sets and production pipelines.

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02 / MATCHING

ProductMatch

Rule-based identity resolution for e-commerce catalog synchronization and de-duplication.

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03 / FINTECH

FinancialSignals

Deterministic parsing of market sentiment and transaction meta-patterns for high-frequency workflows.

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04 / HOSPITALITY

HotelSignals

Transforms hotel data into filterable signals: social_score, solo_friendly, party_level, vibe.

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05 / ANALYSIS

Videolyze

Extracts sentiments, recurring themes, questions and insights from YouTube comments.

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APP

ÉluScope

Concrete tools for everyday use

analyticsÉluScope

A French parliamentary tracker. Votes, attendance, amendments. Civic transparency without interpretation bias.

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Creative Division

Films & Photography