Data science projects

A marketer who codes.

Where the data-science brain comes out to play: machine learning, geospatial analysis, and AI experiments built to understand behaviour.

Machine Learning

Instagram Reels Virality Predictor

A classification model exploring whether Reels metadata, duration, hook strength, niche, music, can predict viral performance. End-to-end: EDA → feature engineering → modeling → deployment.

PythonScikit-LearnStreamlit
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Instagram Reels Virality Predictor

Python / Scikit-Learn / Streamlit

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Geospatial Data Story

Many Mays, Reading my GPS like a diary

A personal geo-data story: 87 tagged places and 3,221 GPS hexes mapped in 3D. An honest look at how much of life is habit, and what the data can and cannot say.

deck.glMapLibreh3-jsD3.js
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Many Mays, Reading my GPS like a diary

deck.gl / MapLibre / h3-js / D3.js

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Live demo

Art Classifier

A live image-classification web app deployed on Azure, a hands-on dive into computer vision and cloud deployment.

Computer VisionAzureLive
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Art Classifier

Computer Vision / Azure / Live

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AI Product · Hackathon

Attio AI Hackathon Project

Built during an AI product hackathon, experimenting with CRM data and AI-driven workflows under a time limit.

AI ProductCRM
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Attio AI Hackathon Project

AI Product / CRM

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