Fil Bezerianos

The Lab


I build tools and products that solve problems I care about. Some drawn from patterns I have seen in enterprise product work, others from curiosity about what’s possible with emerging technology.

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Personalised Headlines Tailored To You

News Titles Shift is an experiment in personalised manipulation. A tool that rewrites news headlines in real time based on a reader’s profile, then shows you exactly how it did it.

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Rethinking How Product Teams Prioritise

An AI-powered tool that reduces cognitive load in product decision-making. It automatically evaluates new features, calculating their overall impact and priority, saving product teams time and effort.

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What If Property Search Actually Used the Photos?

Property Visual Finder uses a fine-tuned vision AI model to analyse property photos and identify specific features, enabling advanced, data-driven property ranking, and searches based on visual characteristics.

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Skipping the Part Clients Hate

An AI-powered tool designed to determine the optimal Cloud migration strategy for applications. It analyses application details and aligns them with the organisation’s Cloud goals to deliver tailored recommendations.

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What Happens When Two AIs Talk to Each Other?

A personal project where two AI chat agents engage in real-time discussions and debates on various topics. Users can customize the tone, style and LLM model of each agent to make things even more engaging.

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The Diagram That Takes Three Days to Draw

A tool that leverages AI to transform unstructured interview data into a visual overview diagram, expediting the analysis of structures and processes and enabling the identification of inefficiencies.

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An AI With One Job, Make You Smile

PunGPT is personal project built for fun and powered by a lightweight LLaMA model, it delivers puns and dad jokes on demand, and sometimes when you least expect them. All wrapped in a clean, familiar chat UI.