Wayne

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Wayne

Academic

Insights & Metrics

Work

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Experience

Decentralized Observatory for Algorithmic Justice

Decentralized Observatory for Algorithmic Justice

The project aims to develop a decentralized infrastructure to observe, audit, and document the systemic effects of large-scale algorithmic deployments, with a focus on transparency, institutional resilience, and socio-economic impact.

It brings together applied research, data governance, and strategic system design to build infrastructures that align technology with human values.

Phase 1: The first phase of the project focuses on developing experimental machine learning models to detect and analyze preliminary systemic effects and biases within existing datasets. This early-stage exploration will provide actionable insights and serve as a foundation for the broader decentralized auditing infrastructure.

Currently on pause.

Participant - Perplexity Hackathon (2025)

Currently developing Insight & Metrics, a real-time, AI-powered dashboard (from my portfolio project) focused on climate reasoning, bias detection, and open knowledge synthesis — leveraging Perplexity’s API to explore civic use cases of search-powered intelligence. I chose to integrate this project into my portfolio to align efforts strategically: completing the portfolio while delivering a relevant hackathon prototype (d'une pierre deux coups) and turning personal development into public impact.

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More work

MILA - Foundations of Machine Learning

MILA - Foundations of Machine Learning

Air Provision

MILA – Machine Learning Project

MILA – Machine Learning Project

Air Provision

Wayne

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Insights & Metrics

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Wayne

Academic

Insights & Metrics

Work

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Wayne

Academic

Insights & Metrics

Work

About

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